https://trustworthy-ai-workshop.github.io/iclr2026/
Principled Design for Trustworthy AI - Interpretability, Robustness, and Safety across Modalities
trustworthy aiprincipleddesign
https://www.jmir.org/2022/6/e37677/
Journal of Medical Internet Research - Assessing the Clinical Robustness of Digital Health...
Background: The digital health sector has experienced rapid growth over the past decade. However, health care technology stakeholders lack a comprehensive...
internet researchjournalmedical
https://openreview.net/forum?id=2CttJRdVRC
Byzantine Machine Learning: MultiKrum and an Optimal Notion of Robustness | OpenReview
Aggregation rules are the cornerstone of distributed (or federated) learning in the presence of adversaries, under the so-called Byzantine threat model. They...
machine learningbyzantine
https://openreview.net/forum?id=-b3MEzI6N3
Robustness to Adversarial Gradients: A Glimpse Into the Loss Landscape of Contrastive Pre-training...
We analyze the loss landscape of contrastive trained models with a computationally efficient measure of sharpness, and find that SimCLR pre-training results in...
https://link.springer.com/chapter/10.1007/978-3-031-91578-9_18?error=cookies_not_supported&code=da4312fc-4fbe-418d-ab9d-60af8145fc58
Limited but Consistent Gains in Adversarial Robustness by Co-training Object Recognition Models...
In contrast to human vision, artificial neural networks (ANNs) remain relatively susceptible to adversarial attacks. To address this vulnerability, efforts...
https://mot.global/2018/05/robust-youth-is-the-key-to-a-safer-world/
Robust youth is the key to a safer world - MOT strenghtens youth's robustness and quality of life |...
May 19, 2018 - 18thof May 2018 ten persons are killed in a school shooting in USA. A youth is responsible for the actions. 17thof May 2018 a police man is making sure a...
https://lrec.elra.info/lrec2008-main-394
Evaluating Robustness Of A QA System Through A Corpus Of Real-Life Questions - LREC 2008 | LREC -...
May 1, 2008 - This paper presents the sequential evaluation of the question answering system SQuaLIA. This system is based on the same sequential process as most statistical
https://scholar.hit.edu.cn/en/publications/efficient-mixed-protocol-secure-four-party-computation-with-priva/
Efficient Mixed-Protocol Secure Four-Party Computation with Private Robustness - Harbin Institute...
https://archive.softwareheritage.org/browse/origin/directory/?origin_url=https://doi.org/10.5281/zenodo.14505583&path=GoR-Food-Web-Robustness-main/.Rproj.user/shared&release=2&snapshot=df19e2777dac22e0da58796588657c7bfa6d02e4
Directory - 6b8cf9b/GoR-Food-Web-Robustness-main/.Rproj.user/shared/ - None - origin:...
food web
https://www.ansys.com/de-de/resource-center/case-study/grundfos-maximizes-simulation-for-robustness-and-efficiency
Grundfos Maximizes Simulation for Robustness and Efficiency
Grundfos democratizes simulation and automates workflows to increase innovation, reliability, sustainability, and savings.
grundfossimulationrobustnessefficiency
https://cris.continental.edu.pe/en/publications/investigating-the-analytical-robustness-of-the-social-and-behavio/
Investigating the analytical robustness of the social and behavioural sciences - Universidad...
behavioural sciencesinvestigatinganalyticalrobustnesssocial
https://scholarsarchive.byu.edu/facpub/1124/
"The Robustness of Relaxation Rates in Constraint Satisfaction Networks" by Tony R. Martinez, Dan...
Constraint satisfaction networks contain nodes that receive weighted evidence from external sources and/or other nodes. A relaxation process allows the...
https://keras.io/examples/vision/randaugment/
RandAugment for Image Classification for Improved Robustness
Keras documentation: RandAugment for Image Classification for Improved Robustness
for imageclassificationimprovedrobustness
https://researchrepository.ucd.ie/entities/publication/f21893c3-ac1f-4f2b-a5dd-bf413d16dc53
Stability and Robustness of Singular Systems of Fractional Nabla Difference Equations
In this article, we study the stability and robustness of a class of singular linear systems of fractional nabla difference equations whose coefficients are...
stabilityrobustnesssingularsystemsfractional
https://www.eneuro.org/keyword/robustness
robustness | eNeuro
robustnesseneuro
https://www.econlib.org/archives/2016/06/the_robustness.html
Hanson's Predictions: A 5-Page Age of Em Robustness Test - Econlib
Apr 5, 2018 - Robin argues that even if my main criticisms of The Age of Em are correct, most of his predictions remain true. I’m skeptical. On Twitter, Robin challenged me...
https://www.britest.co.uk/news/az_sample_prep_paper/?month=2019-08
Britest - Britest tools used to improve robustness of analytical sample preparation
Britest tools used to improve robustness of analytical sample preparation A new publication by an international team of authors from Astra Zeneca...
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https://pure.bit.edu.cn/zh/publications/enhancing-robustness-and-generalization-capability-for-multimodal/
Enhancing Robustness and Generalization Capability for Multimodal Recommender Systems via...
recommender systemsenhancingrobustnessgeneralizationcapability
https://c4dt.epfl.ch/project/arno/
ARNO: Adversarial robustness via Knowledge Distillation - C4DT
May 3, 2024 - State-of-the-art architectures for modulation recognition are typically based on deep learning models. However, recently these models have been shown to be...
knowledge distillationarnoadversarialrobustnessvia
https://research-information.bris.ac.uk/en/publications/myotome-adaptability-confers-developmental-robustness-to-somitic-/
Myotome adaptability confers developmental robustness to somitic myogenesis in response to fibre...
in responseadaptabilitydevelopmentalrobustness
https://research-portal.uu.nl/en/publications/security-and-robustness-issues-in-collaborative-runtime-verificat/
Security and Robustness issues in Collaborative Runtime Verification - Utrecht University
security androbustnessissuescollaborativeruntime
https://www.techscience.com/cmc/v80n2/57638/html
Physics-Constrained Robustness Enhancement for Tree Ensembles Applied in Smart Grid
With the widespread use of machine learning (ML) technology, the operational efficiency and responsiveness of power grids have been significantly enhanced,...
physicsconstrainedrobustnessenhancement
https://e3da.fbk.eu/publication/activity-recognition-from-on-body-sensors-by-classifier-fusion-sensor-scalability-and-robustness/
Activity recognition from on-body sensors by classifier fusion: sensor scalability and robustness |...
https://experts.colorado.edu/display/pubid_369593
BNN-DP: Robustness Certification of Bayesian Neural Networks via Dynamic Programming | CU Experts |...
https://sergedurand.gitlab.io/publication/cert4emp/
On Using Certified Training towards Empirical Robustness | Serge Durand
Jan 1, 2025 - Combining certified and adversarial losses can help empirical robustness to local perturbations.
certified trainingusingtowardsempiricalrobustness
https://www.econbiz.de/Record/robustness-in-latent-variable-models-huang-xianzheng/10009431306
Robustness in Latent Variable Models - EconBiz
Statistical models involving latent variables are widely used in many areas of applications, such as biomedical science and social science. When...
robustnesslatentvariablemodelseconbiz
https://dspace.isical.ac.in/items/e876df63-a265-42a5-9925-22e23e9db97e
Robustness of the nonlinear filter:the correlated case
of therobustnessnonlinearfiltercorrelated
https://pike-www.lysator.liu.se/docs/ietf/rfc/46/rfc4653.xml
RFC 4653: Improving the Robustness of TCP to Non-Congestion Events - Pike Programming Language
https://www.designsociety.org/publication/32050/the_foundation_for_robust_design_enabling_robustness_through_kinematic_design_and_design_clarity
THE FOUNDATION FOR ROBUST DESIGN: ENABLING ROBUSTNESS THROUGH KINEMATIC DESIGN AND DESIGN CLARITY /...
Ebro, M.; Howard ,T. J.; Rasmussen, J. J.
the foundationrobustdesign
https://experts.boisestate.edu/en/publications/evaluating-the-robustness-of-fake-news-detectors-to-adversarial-a/
Evaluating the Robustness of Fake News Detectors to Adversarial Attacks with Real User Comments...
https://teqnation.com/video/j-fall-2019-jessica-siewert-robustness-for-event-driven-microservices/
J-Fall 2019: Jessica Siewert – Robustness for event driven microservices – TEQnation – Platform
https://aclanthology.org/2023.eacl-main.77/
On Robustness of Prompt-based Semantic Parsing with Large Pre-trained Language Model: An Empirical...
Terry Yue Zhuo, Zhuang Li, Yujin Huang, Fatemeh Shiri, Weiqing Wang, Gholamreza Haffari, Yuan-Fang Li. Proceedings of the 17th Conference of the European...
https://manlius.substack.com/p/robustness-and-resilience-in-complex
Robustness and resilience in complex systems
Unraveling how networks respond to disturbances and why it's important for our future
robustnessresiliencecomplexsystems
https://virtual.aistats.org/virtual/2026/poster/13492
AISTATS Poster Adversarial Robustness in One-Stage Learning-to-Defer
aistatsposteradversarialrobustnessone
https://aclanthology.org/2021.findings-emnlp.271/
Visual Cues and Error Correction for Translation Robustness - ACL Anthology
Zhenhao Li, Marek Rei, Lucia Specia. Findings of the Association for Computational Linguistics: EMNLP 2021. 2021.
visual cueserror correctionfor translationrobustnessacl
https://proceedings.mlr.press/v130/ashutosh21a.html
Bandit algorithms: Letting go of logarithmic regret for statistical robustness
Mar 18, 2021 - Bandit algorithms: Letting go of logarithmic regret for statistical robustness Kumar Ashutosh, Jayakrishnan Nair, Anmol Kagrecha, Krishna Jag...
bandit algorithmslettinglogarithmicregretstatistical
https://technologyscientists.com/tag/control-robustness-award/
Control Robustness Award Archives - Technology Scientists
award archivescontrolrobustnesstechnologyscientists
https://research.rug.nl/nl/activities/robustness-in-cyber-physical-systems/
Robustness in cyber-physical systems - de research portal van de Rijksuniversiteit Groningen
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https://tapflo.com.au/tapflo-pumps-long-life-design-and-robustness
Tapflo pumps - long life design and robustness.
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https://lkml.org/lkml/2025/12/8/952
LKML: Tejun Heo: Re: [PATCH v5 0/3] selftests: cgroup: Enhance robustness with polling helpers
https://80000hours.org/articles/ml-engineering-career-transition-guide/
ML engineering for AI safety & robustness: a Google Brain engineer's guide to entering the field |...
Oct 13, 2025 - Technical AI safety is a multifaceted area of research, with many sub-questions in areas such as reward learning, robustness, and interpretability. These will...
https://openreview.net/forum?id=3YyyiyV4B6&referrer=%5Bthe%20profile%20of%20Furu%20Wei%5D(%2Fprofile%3Fid%3D~Furu_Wei1)
Assessing Dialect Fairness and Robustness of Large Language Models in Reasoning Tasks | OpenReview
Language is not monolithic. While benchmarks, including those designed for multiple languages, are often used as proxies to evaluate the performance of Large...
large language models
https://proceedings.nips.cc/paper_files/paper/2025/hash/1b348e5c02056b2bc53e86a5d50f8215-Abstract-Conference.html
Adversarial Robustness of Nonparametric Regression
adversarialrobustnessregression
https://openreview.net/forum?id=XNFo3dQiCJ
Generalizability of Adversarial Robustness Under Distribution Shifts | OpenReview
Recent progress in empirical and certified robustness promises to deliver reliable and deployable Deep Neural Networks (DNNs). Despite that success, most...
adversarialrobustnessdistributionshiftsopenreview
https://peakbookmarks.com/story20331538/unlock-windows-10-ltsc-your-path-to-robustness-and-protection
Unlock Windows 10 LTSC: Your Path to Robustness and Protection
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https://deepai.org/publication/twins-a-fine-tuning-framework-for-improved-transferability-of-adversarial-robustness-and-generalization
TWINS: A Fine-Tuning Framework for Improved Transferability of Adversarial Robustness and...
Mar 20, 2023 - 03/20/23 - Recent years have seen the ever-increasing importance of pre-trained models and their downstream training in deep learning researc...
fine tuning
https://www.icaps-conference.org/recording/best-dissertation-award-exploiting-relevance-to-improve-robustness-and-flexibility-in-plan-generation-and-execution/
Best Dissertation Award: Exploiting Relevance to Improve Robustness and Flexibility in Plan...
best dissertation award
https://www.sigarch.org/call-participation/rss2-workshop-on-robustness-and-safe-software-2-0/
RSS2: Workshop on Robustness and Safe Software 2.0. | SIGARCH
Unlike Software 1.0 (conventional programs) that is manually coded with hardened parameters and explicit logics, Software 2.0 programs, usually manifested as...
safe softwareworkshoprobustness
https://openreview.net/forum?id=hVAK0cgiWrU
Toward Certified Robustness Against Real-World Distribution Shifts | OpenReview
We design algorithms for certifying the robustness of deep neural networks against real-world distribution shifts in data.
real worldtowardcertifiedrobustnessdistribution
https://repository.gatech.edu/entities/publication/3ccabe15-6560-474f-befc-b1695914a854
A framework for the fast evaluation of the capability-based connectivity robustness of a...
The research objective of this thesis is to develop a method to measure the capability-based connectivity robustness of a Collaborative Information Network...
for theframeworkfast
https://antarktisbibliografi.npolar.no/bibliography/?creator=%22Liu,+Jiping%22&page=1&page-len=1&id=C6I79L83
Robustness and Mechanisms of the Atmospheric Response Over the Southern Ocean to Idealized...
of the
https://arxiv.org/abs/math/0604295
[math/0604295] Model robustness of finite state nonlinear filtering over the infinite time horizon
Abstract page for arXiv paper math/0604295: Model robustness of finite state nonlinear filtering over the infinite time horizon
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https://boris-portal.unibe.ch/entities/publication/012cc0a8-5390-403b-a9a4-55c7f34791e4
Dispersive representation and shape of the Kl3 form factors: robustness
of theform factorsrepresentationshaperobustness
https://dukespace.lib.duke.edu/items/99cae325-4b1c-41e9-b054-75f3dbafe119
Jump Robustness of Realized Beta and Disentanglement of Jump Beta
This paper constructs jump-robust estimators for the beta in Capital Asset Pricing Model (CAPM) in order to test the robustness of the recently developed...
jumprobustnessrealizedbetadisentanglement
https://kagifeedback.org/d/4085-may-21st-2024-improved-search-latency-robustness
May 21st, 2024 - Improved Search Latency & Robustness - Kagi Feedback
of queries, while also enhancing our search suggestions and typo correction capabilities. introduced in this iOS rele...
improved searchmaylatencyrobustnesskagi
https://informatik.univie.ac.at/en/study/news-events-fuer-studierende/detail/news/einladung-zum-talk-der-vienna-circuits-reihe-improving-the-robustness-of-fine-tuned-llms/
Invitation to a Vienna Circuits Series Talk: "Improving the robustness of fine-tuned LLMs"
The Vienna Circuits Series continues with a talk by Joe Stacey (University of Sheffield) on February 20, 2026. The NLP Group of the subunit Data Mining and...
https://sipametrics.com/paper/the-fair-value-of-investments-in-unlisted-infrastructure-equity/?rcp_action=lostpassword
The Fair Value of Investments in Unlisted Infrastructure equity: The robustness of better data &...
Jan 11, 2025 - As more investors consider allocations to unlisted infrastructure, the need to bring the asset class into the mainstream of risk management, asset allocation...
the fair
https://openreview.net/forum?id=iCoK73Q9TW2
On Optimal Robustness to Adversarial Corruption in Online Decision Problems | OpenReview
This paper considers two fundamental sequential decision-making problems: the problem of prediction with expert advice and the multi-armed bandit problem. We...
optimalrobustnessadversarial
https://pure.psu.edu/en/publications/fidelity-and-robustness-of-detailed-micromodeling-simplified-micr/
Fidelity and robustness of detailed micromodeling, simplified micromodeling, and macromodeling...
fidelityrobustnessdetailedsimplified
https://research.hhs.se/esploro/outputs/workingPaper/Robustness-to-strategic-uncertainty-in-price/991001692699206056
Robustness to strategic uncertainty in price competition - Stockholm School of Economics
We model a player's uncertainty about other player's strategy choices as probability distributions over their strategy sets. We call a strategy profile robust...
price competitionschool ofrobustnessstrategicuncertainty
https://verifywise.ai/lexicon/ai-model-robustness
AI model robustness | AI Governance Lexicon | VerifyWise
AI model robustness measures how well systems perform under adversarial inputs and distribution shifts. Learn testing methods to build resilient models.
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https://sam.ensam.eu/handle/10985/11874
On the Factors Affecting the Accuracy and Robustness of Smoothed-Radial Point Interpolation Method
https://www.cedefop.europa.eu/pl/news/apprenticeships-strong-vision-leads-robustness
Apprenticeships: a strong vision leads to robustness | CEDEFOP
Aug 26, 2022 - The study examines how apprenticeships are affected by crises and how developing a common understanding of their role could help design effective reforms that...
apprenticeshipsstrongvisionleadsrobustness
https://serendipproperties.com/the-secret-of-the-robustness-of-the-spanish-residential-market/
The secret of the robustness of the Spanish residential market - Serendip Properties
Mar 20, 2026 - The record figures for 2022 are due to the good performance of second-hand and not new housing, which avoids the risk of repeating 2008.
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https://mesincoding.scsmarking.com/konten/unmatched-robustness/
Unmatched Robustness - SCS Marking
Layar sentuh kapasitif yang kuat dengan respons yang cepat dan akurat, tetap bisa disentuh dengan sarung tangan medis atau industri. Layar ini juga cukup kuat...
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https://research.ibm.com/publications/visual-prompting-for-adversarial-robustness--1
Visual Prompting for Adversarial Robustness for ICASSP 2023 - IBM Research
Visual Prompting for Adversarial Robustness for ICASSP 2023 by Aochuan Chen et al.
visualpromptingadversarialrobustnessicassp
https://discuss.ocaml.org/t/ann-caisar-release-1-0-a-platform-for-characterizing-ai-safety-and-robustness/13634/1
[ANN] CAISAR release 1.0, a platform for characterizing AI safety and robustness - Community - OCaml
Dec 14, 2023 - Dear all, on the occasion of the 68th birthday of the Flag or Europe, we are delighted to release the version 1.0 of CAISAR. The release source is available...
https://publikationen.uni-tuebingen.de/xmlui/handle/10900/165395
A tradeoff between efficiency and robustness in the hippocampal-neocortical memory network during...
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https://editorial.umh.es/2022/11/08/on-the-characterization-and-robustness-of-the-attractors-of-multivalued-dynamical-systems/
On the characterization and robustness of the attractors of multivalued dynamical systems |...
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https://wias-berlin.de/workshops/pgr21/index.jsp?lang=0
Minisymposium ''Perspectives of Gradient-Robustness''
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https://research.tudelft.nl/en/publications/assessing-robustness-of-ml-based-program-analysis-tools-using-met/
Assessing Robustness of ML-Based Program Analysis Tools using Metamorphic Program Transformations -...
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https://www.kth.se/math/kalender/jens-agerberg-certifying-robustness-via-topological-representations-1.1360797?date=2024-10-29&orgdate=2024-02-13&length=1&orglength=0
Jens Agerberg: Certifying Robustness via Topological Representations | KTH
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https://www.imng.uni-stuttgart.de/institute/news/event/Prof.-Claudio-de-Persis-Formulas-for-data-driven-control-stability-optimality-and-robustness/
Prof. Claudio de Persis: Formulas for data-driven control: stability, optimality and robustness |...
Jan 28, 2020: Cooperation IST - MST
https://arxiv.org/html/2404.13960v2
Deepening the Understanding of Double Robustness Geometrically
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https://deepgram.com/ai-glossary/ai-robustness
AI Robustness
This article delves deep into the world of AI robustness, unraveling the complexities of creating AI systems that are not just intelligent but also resilient...
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https://www.robustness.icu/what-are-the-aspects-of-physical-wellness
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https://pure.ecnu.edu.cn/en/publications/improving-adversarial-robustness-ofdeep-neural-networks-vialinear/
Improving Adversarial Robustness of Deep Neural Networks via Linear Programming - East China Normal...
deep neural networks
https://deepai.org/publication/accurate-reliable-and-fast-robustness-evaluation
Accurate, reliable and fast robustness evaluation | DeepAI
Jul 1, 2019 - 07/01/19 - Throughout the past five years, the susceptibility of neural networks to minimal adversarial perturbations has moved from a peculi...
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https://virtual.aistats.org/virtual/2026/poster/13442
AISTATS Poster Sparse Offline Reinforcement Learning with Corruption Robustness
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https://liner.com/review/survey-trustworthy-federated-learning-with-perspectives-on-security-robustness-and
A Survey of Trustworthy Federated Learning with Perspectives on Security, Robustness and Privacy...
Regarding this WWW 2023 paper, this review summarizes a comprehensive roadmap for trustworthy federated learning, addressing security, robustness, and priv...
https://openreview.net/forum?id=TCydh8ywpQ
An Empirical Study on Distribution Shift Robustness From the Perspective of Pre-Training and Data...
We investigate the impact of pre-training and data augmentation on the generalization under distribution shift with extensive empirical study.
https://www.rohan-paul.com/p/trading-inference-time-compute-for
"Trading Inference-Time Compute for Adversarial Robustness"
Below podcast on this paper is generated with Google's Illuminate.
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https://openmindltd.com/events/robustness-of-a-leader-in-crisis-online/
Robustness of a Leader in Crisis - Online - Open Mind Consulting
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https://ocw.mit.edu/courses/18-465-topics-in-statistics-nonparametrics-and-robustness-spring-2005/
Topics in Statistics: Nonparametrics and Robustness | Mathematics | MIT OpenCourseWare
This graduate-level course focuses on one-dimensional nonparametric statistics developed mainly from around 1945 and deals with order statistics and ranks,...
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https://papers.cool/venue/2022.emnlp-main.25@ACL
Robustness of Fusion-based Multimodal Classifiers to Cross-Modal Content Dilutions | Cool Papers -...
As multimodal learning finds applications in a wide variety of high-stakes societal tasks, investigating their robustness becomes important. Existing work has...
https://deep.ai/publication/imagenet-patch-a-dataset-for-benchmarking-machine-learning-robustness-against-adversarial-patches
ImageNet-Patch: A Dataset for Benchmarking Machine Learning Robustness against Adversarial Patches...
Mar 7, 2022 - 03/07/22 - Adversarial patches are optimized contiguous pixel blocks in an input image that cause a machine-learning model to misclassify it....
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Speedy Screenshots, or How I Improved the Robustness of the Screenshot Service—zachleat.com
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https://pure.psu.edu/en/publications/certified-robustness-for-top-k-predictions-against-adversarial-pe/
CERTIFIED ROBUSTNESS FOR TOP-k PREDICTIONS AGAINST ADVERSARIAL PERTURBATIONS VIA RANDOMIZED...
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https://registry.opendata.aws/asr-error-robustness/
Automatic Speech Recognition (ASR) Error Robustness - Registry of Open Data on AWS
automatic speech recognition
https://www.far.ai/news/does-robustness-improve-with-scale
Does Robustness Improve with Scale?
Frontier LLMs like ChatGPT are powerful but not always robust. Scale helps with many things. We wanted to see if scaling up the model size can ‘solve’...
robustnessimprovescale
https://climate.uchicago.edu/working-papers/robustness-of-renewable-energy-support-schemes-facing-uncertainty-and-regulatory-ambiguity/
Robustness of Renewable Energy Support Schemes Facing Uncertainty and Regulatory Ambiguity - The...
Dec 12, 2025 - by Ingmar Ritzenhofen, John R. Birge, Stefan Spinler Renewable portfolio standards, feed-in-tariffs, and market premia are widely used policy instruments to...
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https://saferrai-lab.org/
SAFERR AI Lab - Safety, Reliability, and Robustness of AI
SAFERR AI Lab is dedicated to advancing research in AI safety, reliability, and robustness. We acheive it by the alignment of AI systems with human values and...
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https://research.polyu.edu.hk/en/publications/a-cross-city-exploratory-analysis-of-the-robustness-of-bus-transi/
A cross-city exploratory analysis of the robustness of bus transit networks using open-source data...
https://ijirem.org/view_abstract.php?title=&year=2024&vol=11&primary=QVJULTE4NTI%3D
Implementing Gen AI for Increasing Robustness of US Financial and Regulatory System | International...
With Gen AI models becoming more evolved, their application in enhancing the robustness of the US Financial System is more viable. Financial risk modeling can...
https://arxiv.org/abs/1711.03332
[1711.03332] A comparative study of the robustness of frequency--domain connectivity measures to...
Abstract page for arXiv paper 1711.03332: A comparative study of the robustness of frequency--domain connectivity measures to finite data length
https://www.grayswan.ai/research/imagenet-c-benchmarking-neural-network-robustness-to-common-corruptions-and-perturbations
ImageNet-C: Benchmarking Neural Network Robustness to Common Corruptions and Perturbations | Gray...
In this paper we establish rigorous benchmarks for image classifier robustness. Our first benchmark, ImageNet-C, standardizes and expands the corruption...
neural network
https://fluke-nlp.github.io/
FLUKE: Linguistically-Driven Robustness Evaluation
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https://scholarworks.montana.edu/items/f1e9c21c-57cc-4eb4-abcd-4013e6d5c6db
Robustness analysis of culturing perturbations on Escherichia coli colony biofilm beta-lactam and...
BACKGROUND: Biofilms are ubiquitous. For instance, the majority of medical infections are thought to involve biofilms. However even after decades of...