https://papers.nips.cc/paper_files/paper/2019/file/4fd5aadb85a00525415e3733cb96ed68-Reviews.html
Reviews: Sparse High-Dimensional Isotonic Regression
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https://www.rug.nl/news/2011/06/24_ferdosi
Scalable analysis and visualization of high-dimensional astronomical data sets | News articles |...
Mar 13, 2020 - PhD ceremony: mw. B.J. Ferdosi, 13.15 uur, Doopsgezinde Kerk, Oude Boteringestraat 33, Groningen
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https://researchportal.northumbria.ac.uk/en/publications/efficient-sparse-representation-for-learning-with-high-dimensiona/
Efficient Sparse Representation for Learning With High-Dimensional Data - Northumbria University...
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https://orix.ost.ch/entities/publication/d2760067-de82-4800-8436-eee6992208ef
High-Dimensional Covariance Matrix Estimation
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https://academictorrents.com/details/b94b1d2d051795e089f6a3e99ae13f77ec7d2719/tech&dllist=1
Group Lasso Estimation of High-dimensional Covariance Matrices - Technical - Academic Torrents
Group Lasso Estimation of High-dimensional Covariance Matrices, Info Hash: b94b1d2d051795e089f6a3e99ae13f77ec7d2719
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https://www.simonsfoundation.org/tag/high-dimensional-data-analysis/page/2/
Tag: High dimensional data analysis | Page 2
Tag: High dimensional data analysis | Page 2 on Simons Foundation
high dimensional datataganalysis
https://pure.fujita-hu.ac.jp/en/publications/a-spiking-neural-network-model-of-model-free-reinforcement-learni/
A spiking neural network model of model- Free reinforcement learning with high- dimensional sensory...
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https://www.croydon-removals-company.co.uk/science-and-technology-news/how-to-visualize-and-manipulate-high-dimensional-data-using-hypertools/
How to visualize and manipulate high-dimensional data using HyperTools? -...
When working with large real-world datasets, dealing with the curse of...
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https://www.ml-quant.com/papers/repec/eee-proeco-v-266-y-2023-i-c-s0925527323002748/
Newsvendor Problem: High-Dimensional Data and Mixed-Frequency Method · ML-Quant
High-Dimensional Data and Mixed-Frequency Method: The first article explores the application of machine learning to improve demand prediction and restocking...
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https://archive.ismrm.org/2010/1988.html
(ISMRM 2010) A Population-Based Template for High-Dimensional Normalization of Postmortem Human...
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https://portal.mardi4nfdi.de/wiki/Publication:6122014
Scalable Bayesian high-dimensional local dependence learning - MaRDI portal
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https://www.mitacs.ca/our-projects/visualization-of-complex-high-dimensional-biomechanical-data/
Visualization of complex high dimensional biomechanical data - Mitacs
Sarcopenia is a disease characterized by the decline of skeletal muscle mass, muscle strength, and physical performance. To gain a better understanding of this...
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https://profiles.wustl.edu/en/publications/two-way-dynamic-factor-models-for-high-dimensional-matrix-valued-/
Two-way dynamic factor models for high-dimensional matrix-valued time series - WashU Research...
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https://aisecurity-portal.org/en/literature-database/on-the-geometry-of-regularization-in-adversarial-training-high-dimensional-asymptotics-and-generalization-bounds/
On the Geometry of Regularization in Adversarial Training: High-Dimensional Asymptotics and...
on thehigh dimensionalgeometryregularizationadversarial
https://dspace.mit.edu/entities/publication/b0f0ed2c-75c0-40c3-a7eb-e907c5f16b14
Localization for MCMC: sampling high-dimensional posterior distributions with local structure
We investigate how ideas from covariance localization in numerical weather prediction can be used in Markov chain Monte Carlo (MCMC) sampling of...
high dimensionallocal structurelocalizationmcmcsampling
https://www.kavrakilab.org/publications/pokorny2016warrt.html
Kavraki Lab | High-Dimensional Winding-Augmented Motion Planning with 2D Topological Task...
high dimensionalmotion planninglabwindingaugmented
https://www.carmin.tv/fr/video/exploring-the-high-dimensional-random-landscapes-of-data-science-3-3
Exploring the High-dimensional Random Landscapes of Data Science (3/3) | Vidéo | Carmin.tv
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https://collaborate.princeton.edu/en/publications/imaging-high-dimensional-spaces-with-spatially-entangled-photon-p-10/
Imaging high-dimensional spaces with spatially entangled photon pairs - Princeton University
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https://infoproc.blogspot.com/2014/10/adventures-in-high-dimensional-space-of.html?showComment=1413425149342&m=0
Information Processing: Adventures in the high dimensional space of genomes
2000+ views in 4 months is not bad considering that this is a genomics paper but uses terms like phase transition, sparsity, L1-penalized...
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https://mbexc.de/de/detection-and-inference-of-changes-in-high-dimensional-linear-regression-with-non-sparse-structures/
Detection and inference of changes in high-dimensional linear regression with non-sparse structures...
MBExC - Multiscale Bioimaging
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https://isj.edu.iq/index.php/isj/article/view/55/60
View of Using Lasso Procedure for Variables Selection of Autoregressive Model for High Dimensional...
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https://scholars.ln.edu.hk/en/publications/a-novel-multiobjective-genetic-programming-approach-to-high-dimen/
A Novel Multiobjective Genetic Programming Approach to High-Dimensional Data Classification -...
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https://www.mis.mpg.de/de/publications/preprint-repository/article/2005/issue-92
Routes to chaos in high-dimensional dynamical systems a qualitative numerical study MiS Preprint...
Delve into the future of research at MiS with our preprint repository. Our scientists are making groundbreaking discoveries and sharing their latest findings...
high dimensionaldynamical systemsrouteschaosqualitative
https://prism.sustainability-directory.com/area/high-dimensional-parameter-spaces/
High Dimensional Parameter Spaces → Area → Sustainability
Complexity Management → High dimensional parameter spaces characterize the vast configuration possibilities inherent in global climate models that account for...
high dimensionalparameterspacesareasustainability
https://dspace.mit.edu/entities/publication/a87d3756-6877-440b-9623-56474d998cb9
Investigations in applied probability and high-dimensional statistics
This thesis makes contributions to the areas of applied probability and high-dimensional statistics. We introduce the Attracting Random Walks model, which is a...
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https://astronomy.sfconferences.com/tag/high-dimensional-data-analysis/
High-Dimensional Data Analysis Archives - ScienceFather
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https://www.ipam.ucla.edu/programs/workshops/complex-high-dimensional-energy-landscapes-tutorials/?tab=overview
Complex High-Dimensional Energy Landscapes Tutorials (Overview) - IPAM
Jul 20, 2017 - Complex High-Dimensional Energy Landscapes Tutorials (Overview) - IPAM
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https://ipvive.com/
Ipvive, Inc. | The Precision Layer for High-Dimensional AI
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https://aisberg.unibg.it/handle/10446/227966
A screening procedure for high-dimensional autologistic models
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https://www.ksargsyan.net/talk/high-dimensional-sparse-surrogate-construction-via-bayesian-compressive-sensing/
High-Dimensional Sparse Surrogate Construction via Bayesian Compressive Sensing | Khachik Sargsyan
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https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.SEA.2017.18
Personal Routes with High-Dimensional Costs and Dynamic Approximation Guarantees
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https://proceedings.neurips.cc/paper_files/paper/2023/hash/cfce727868dcaf5295c0125f9d6fbc0b-Abstract-Conference.html
AMDP: An Adaptive Detection Procedure for False Discovery Rate Control in High-Dimensional...
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https://dspace.mit.edu/entities/publication/31516dcc-978c-4443-bdf1-ce359fb0467e
Assisted auscultation : creation and visualization of high dimensional feature spaces for the...
Cardiac auscultation, listening to the heart using a stethoscope, often constitutes the first step in detection of common heart problems. Unfortunately,...
high dimensionalfor theassistedauscultationcreation
https://www.carmin.tv/fr/video/typical-properties-of-efficient-representations-of-high-dimensional-data
Typical properties of efficient representations of high dimensional data | Vidéo | Carmin.tv
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https://www.sota2.com/research/sota/instrumental-variable-regression-on-high-dimensional-vector-proxy-benchmark
Instrumental Variable Regression on high-dimensional vector-proxy benchmark benchmark leaderboard ·...
Evaluation of Instrumental Variable Regression performance on the high-dimensional vector-proxy benchmark, measured using Structural MSE.
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https://nauka.unn.ru/publication/high-dimensional-separability-for-one-and-few-shot-learning/
High-dimensional separability for one-and few-shot learning – Наука и инновации
high dimensionalfor oneseparabilityshotlearning
https://cmr.xmu.edu.cn/info/1847/50555.htm
High Dimensional Portfolio Selection with Cardinality Constraints-厦门大学宏观经济研究中心
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https://dabi.temple.edu/events/department-of-statistical-science-center-for-high-dimensional-statistics-oct-04-2017-0300pm-0400pm-alter-hall-748/
Department of Statistical Science & Center for High-Dimensional Statistics, Oct 04, 2017, 03:00PM -...
high dimensional statisticsstatistical sciencedepartmentcenteroct
https://quantum-journal.org/papers/q-2022-06-30-752/
Quantum advantage using high-dimensional twisted photons as quantum finite automata – Quantum
Stephen Z. D. Plachta, Markus Hiekkamäki, Abuzer Yakaryılmaz, and Robert Fickler, Quantum 6, 752 (2022). Quantum finite automata (QFA) are basic computational...
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https://researchportal.ip-paris.fr/fr/publications/results-and-questions-on-a-nonlinear-approximation-approach-for-s/
Results and questions on a nonlinear approximation approach for solving high-dimensional partial...
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https://collaborate.princeton.edu/en/publications/the-flare-package-for-high-dimensional-linear-regression-and-prec/fingerprints/
The flare package for high dimensional linear regression and precision matrix estimation in R -...
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https://instats.org/post/14th-high-dimensional-data-analysis-work
14th High Dimensional Data Analysis Workshop (HDDA-XIV) | Instats Community
Practitioner guidance on methods—statistics, qualitative, AI/LLMs, software. Explore related training and join the scholarly discussion.
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https://portal.mardi4nfdi.de/wiki/High-dimensional_learning_of_linear_causal_networks_via_inverse_covariance_estimation
High-dimensional learning of linear causal networks via inverse covariance estimation - MaRDI portal
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https://www.ime.usp.br/en/workshop-time-series-wavelets-and-high-dimensional-data-2/
WORKSHOP: TIME SERIES, WAVELETS AND HIGH DIMENSIONAL DATA – Instituto de Matemática, Estatística e...
Jul 18, 2023 - On July 26 and 27, 2023, IME-USP will host the workshop “Time Series, Wavelets and High Dimensional Data”. Organized by the FAPESP Thematic Project “Time...
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https://indico-tdli.sjtu.edu.cn/event/2717/
New tools for visualising high-dimensional data using linear projections (November 7, 2024) ·...
Abstract:In the last few years, there have been several huge strides in new methods available for exploring high-dimensional data using "tours", a collective...
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https://dash.harvard.edu/entities/publication/4b9d1c63-554a-4a55-b004-379efde6ed69
Reducing the Price of Uncertainty: Scalable Computational Approaches for High-Dimensional...
Probabilistic models provide a principled way to model observed data, perform statistical inferences, and express uncertainty over latent variables. However,...
the pricehigh dimensionalreducinguncertaintyscalable
https://lacuna.tiptreesystems.com/work/accelerating-high-dimensional-nearest-neighbor-search-with-dynamic-query/wrk_41dedbd5493d35b92d2eef40e54be369
Accelerating High-Dimensional Nearest Neighbor Search with Dynamic Query Preference — Lacuna
Approximate Nearest Neighbor Search (ANNS) is a crucial operation in databases and artificial intelligence. While graph-based ANNS methods like HNSW and NSG…
nearest neighbor searchhigh dimensionalacceleratingdynamicquery
https://www.sitcancer.org/events/event-description?CalendarEventKey=408a3aa8-be93-4686-8bf6-302481c0ad30&Home=/events/calendar
SITC-NCI Webinar – High-Dimensional Mass/Flow Cytometry: Computational Science in Immuno-Oncology -...
In partnership with the National Cancer Institute (NCI), the Society for Immunotherapy of Cancer (S
high dimensionalmass flowcomputational sciencesitcnci
https://www.isi-next.org/abstracts/submission/2954/view/
Nonparametric semi-sequential tests for Multivariate and High-Dimensional Data | ISI
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https://dspace.mit.edu/entities/publication/11589766-8cce-460c-9938-4a08cba769c8
Exploration and Exploitation Techniques for High-Dimensional Simulation-Based Optimization Problems...
Stochastic traffic and mobility simulation models are popular tools for modeling urban transportation networks. However, their use for optimizing urban...
high dimensionaloptimization problemsexplorationexploitationtechniques
https://www.ineteconomics.org/research/grants/high-dimensional-statistics-for-macroeconomic-forecasting
High-Dimensional Statistics for Macroeconomic Forecasting | Institute for New Economic Thinking
This project brings new mathematical tools and ideas from high-dimensional statistics to bear on the problem of creating reliable macroeconomic forecasting...
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https://liner.com/ko/review/standard-gaussian-process-is-all-you-need-for-highdimensional-bayesian
Standard Gaussian Process is All You Need for High-Dimensional Bayesian Optimization [논문 퀵 리뷰]
이 ICLR 2024 논문과 관련하여, 본 리뷰는 고차원에서의 표준 Bayesian Optimization을 요약하고, gradient vanishing을 실패 모드로 식별합니다.
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https://ai-med.de/research/student-projects/timetoeventprediction/
High-dimensional time-to-event prediction for Alzheimer’s disease prognosis – Artificial...
Aug 12, 2019 - Title: High-dimensional time-to-event prediction for Alzheimer’s disease prognosis Type: Master Thesis Student: Stefan Andraschko Supervisor: Sebastian...
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https://admissions.kaust.edu.sa/internship/search/project/statistical-inference-for-high-dimensional-models-with-applications-to-imaging-genetics
Statistical Inference for High Dimensional Models with Applications to Imaging Genetics
The goal of this project is to develop statistical inference for high-dimensional models. This project is motivated by many studies in brain science. In...
statistical inferencehigh dimensionalimaging geneticsmodelsapplications
https://saemobilus.sae.org/papers/a-method-evaluating-system-robustness-stochastic-high-dimensional-multi-failure-mode-models-2026-01-7528
2026-01-7528: A Method for Evaluating System Robustness in Stochastic, High-Dimensional,...
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https://www.lisn.upsaclay.fr/publications/proxilens-interactive-exploration-of-high-dimensional-data-using-projections/
ProxiLens: Interactive Exploration of High-Dimensional Data using Projections - LISN | Laboratoire...
high dimensional datainteractiveexplorationusingprojections
https://delong.micro.blog/2023/02/14/current-ai-is.html
Current "AI" Is Three Things: Less Inhuman & Less Stupid ChatBots, High-Dimensional Nonlinear...
current aihigh dimensionalthreethingsless
https://nl.mathworks.com/matlabcentral/answers/299538-how-to-apply-pca-matlab-on-high-dimensional-data
How to apply pca() [Matlab] on high dimensional data - MATLAB Answers - MATLAB Central
How to apply pca() [Matlab] on high dimensional... Learn more about pca, matlab, dimension reduction
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https://www.ugm.materialsdesign.com/ondemand-joinurl/ea3a009c-cc13-41cc-9628-6e05d888de9e
On Demand: Atomistic Simulations with High-Dimensional Neural Network Potentials
On Demand: Atomistic Simulations with High-Dimensional Neural Network Potentials
on demandhigh dimensionalneural networkatomisticsimulations
https://experiments.withgoogle.com/visualizing-high-dimensional-space
Visualizing High-Dimensional Space by Daniel Smilkov, Fernanda Viégas, Martin Wattenberg & the Big...
Since 2009, coders have created thousands of amazing experiments using Chrome, Android, AI, WebVR, AR and more. We're showcasing projects here, along with...
high dimensionalby danielmartin wattenbergthe bigvisualizing
https://www.cmemo.org.cn/EN/10.3969/j.issn.1004-132X.2022.09.013
Nonparametric Control Chart of Rank Test for Small Samples of High-dimensional Data
In view of the characteristics of some production data of manufacturin...
high dimensional datacontrol chartrank testnonparametricsmall
https://indico.math.cnrs.fr/event/7545/registrations/participants
Non-Linear and High Dimensional Inference (3-October 7, 2022): List of participants · Service de...
Non-Linear and High Dimensional Inference3-7 October 2022 - IHP, ParisIn statistical learning and modern statistics, it is usually assumed that although data...
list of participantsnon linearhigh dimensionalinferenceoctober
https://researchportal.bath.ac.uk/en/studentTheses/on-sparse-solutions-and-topology-learning-for-high-dimensional-pr/
On Sparse Solutions and Topology Learning for High Dimensional Problems in Microbiology - the...
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https://iris.sissa.it/handle/20.500.11767/108858
Topology change and selection rules for high-dimensional spin(1,n)0-Lorentzian cobordisms
selection ruleshigh dimensionaltopologychangespin
https://math.technion.ac.il/events/workshop-in-high-dimensional-phenomena-and-convexity/
“Workshop in High-dimensional Phenomena and Convexity” - MATH
יום שני, יוני 9, 2025 - יום שישי, יוני 13, 2025 @ 10:00 - 17:00 - Click here for more information about the workshop.
high dimensionalphenomenamath
https://wobr.ai/qr/from-exponential-to-polynomial-an-exact-filter-for-high-dimensional-msm-models-8074c6f4.html
From Exponential to Polynomial: An Exact Filter for High-Dimensional MSM Models — Quant Research |...
In this paper we propose a new formulation of the Bayesian Filter as used in the discrete-time Markov-Switching-Multifractal (MSM) model of volatility based on...
high dimensionalexponentialpolynomialexactfilter
https://www.datasciencebase.com/unsupervised-ml/advanced-clustering-topics/clustering-in-high-dimensional-spaces/
Clustering in High-Dimensional Spaces | DataScienceBase
Investigate the challenges and solutions for clustering in high-dimensional environments. Explore the curse of dimensionality, dimensionality reduction...
high dimensionalclusteringspaces
https://digitalcollections.ohsu.edu/record/41890
Statistical methods and machine learning techniques for analyzing high-dimensional data in cancer...
This thesis is composed of two studies that utilizes different statistical methods to answer cancer research questions. The first study uses supervised and...
high dimensional datastatistical methodsmachine learningtechniquesanalyzing
https://www.sciweavers.org/publications/scalable-clustering-large-high-dimensional-data-based-data-summarization
Scalable Clustering for Large High-Dimensional Data Based on Data Summarization | Sciweavers
Scalable Clustering for Large High-Dimensional Data Based on Data Summarization - Clustering large data sets with high dimensionality is a challenging...
high dimensional datascalableclusteringlargebased
https://arxiv.org/abs/2312.17583
[2312.17583] Enhancing the Performance of DeepReach on High-Dimensional Systems through Optimizing...
Abstract page for arXiv paper 2312.17583: Enhancing the Performance of DeepReach on High-Dimensional Systems through Optimizing Activation Functions
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https://deepai.org/publication/semi-supervised-statistical-inference-for-high-dimensional-linear-regression-with-blockwise-missing-data
Semi-Supervised Statistical Inference for High-Dimensional Linear Regression with Blockwise Missing...
Jun 7, 2021 - 06/07/21 - Blockwise missing data occurs frequently when we integrate multisource or multimodality data where different sources or modalities...
statistical inferencehigh dimensionallinear regressionsemisupervised
https://publications-cnrc.canada.ca/eng/view/object/?id=ed378d76-e02c-49d9-9c9a-4b18c393e1d6
Relevant attribute discovery in high dimensional data based on rough sets and unsupervised...
Relevant attribute discovery in high dimensional data based on rough sets and unsupervised classification: application to Leukemia gene expressions
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https://www.polymersearch.com/glossary/high-dimensional-data-analysis
What is High-Dimensional Data Analysis?
Embark on an enlightening journey exploring high-dimensional data analysis, and unlock the mysteries of this crucial domain in today's data-centric world.
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https://ejurnal.stmik-budidarma.ac.id/index.php/mib/article/view/7886
Perbaikan Akurasi Naïve Bayes dengan Chi-Square dan SMOTE Dalam Mengatasi High Dimensional dan...
chi squarehigh dimensionalperbaikanakurasibayes
https://hgpu.org/?p=17534
FLASH: Randomized Algorithms Accelerated over CPU-GPU for Ultra-High Dimensional Similarity Search...
Sep 7, 2017 - FLASH: Randomized Algorithms Accelerated over CPU-GPU for Ultra-High Dimensional Similarity Search | Yiqiu Wang, Anshumali Shrivastava, Junghee Ryu |...
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https://greptalks.ai/c/icml-2025/icml25-068/
High-Dimensional Prediction for Sequential Decision Making — Georgy Noarov et al. | International...
This talk introduces a novel framework for high-dimensional prediction in sequential decision-making, particularly in online adversarial environments.
sequential decision makinghigh dimensionalpredictiongeorgyinternational
https://xspy.com/learn/linear-algebra-high-dimensional-spaces.html
Level 101: Linear Algebra for High-Dimensional Spaces • XBI AI Academy | XSPY
Vector spaces, linear mappings, dot products as geometric similarity, eigenvalues, and Singular Value Decomposition (SVD) underlying modern embeddings.
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https://www.simonsfoundation.org/tag/high-dimensional-data-analysis/?type=all
Tag: High dimensional data analysis
Tag: High dimensional data analysis on Simons Foundation
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https://eprints.whiterose.ac.uk/id/eprint/198071/
Superconductivity in AuNiGe Ohmic contacts to a GaAs-based high mobility two-dimensional electron...
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https://researchportal.ip-paris.fr/fr/publications/evidence-of-three-dimensional-asymmetries-seeded-by-high-density-/
Evidence of Three-Dimensional Asymmetries Seeded by High-Density Carbon-Ablator Nonuniformity in...
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https://cbic.weill.cornell.edu/publications/high-pass-two-dimensional-ladder-network-resonators-magnetic-resonance-imaging
High-pass two-dimensional ladder network resonators for magnetic
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