scaling laws - Robuta Search

https://indico.ictp.it/event/a10143/session/16/contribution/11 Advanced School on Scaling Laws in Geophysics: Mechanical and Thermal Processes in Geodynamics |... scaling laws thermal processes advanced school geophysics https://pure.eur.nl/en/publications/cardiovascular-performance-of-adult-breeding-sows-fails-to-obey-a/ Cardiovascular performance of adult breeding sows fails to obey allometric scaling laws - Erasmus... allometric scaling cardiovascular performance adult breeding https://deepai.org/publication/learning-to-limit-data-collection-via-scaling-laws-data-minimization-compliance-in-practice Learning to Limit Data Collection via Scaling Laws: Data Minimization Compliance in Practice |... Jul 16, 2021 - 07/16/21 - Data minimization is a legal obligation defined in the European Union's General Data Protection Regulation (GDPR) as the responsib... limit data collection scaling laws learning via minimization https://openreview.net/forum?id=PXwdsgZjnX Scaling Laws for Downstream Task Performance of Large Language Models | OpenReview Scaling laws provide important insights that can guide the design of large language models (LLMs). Existing work has primarily focused on studying scaling laws... large language models scaling laws downstream task performance https://repository.gatech.edu/entities/publication/ae6fc506-f79a-438d-ab3e-24e2daca969b Scaling Laws in Model Merging: Investigating the Scaling Behavior of Merging LoRA Models As foundation models grow in size and complexity, parameter-efficient fine-tuning approaches like LoRA have emerged as effective solutions for adapting these... scaling laws model merging investigating behavior https://publikationen.bibliothek.kit.edu/1000064881 Scaling laws of the cavity enhancement for nitrogen-vacancy ce... scaling laws cavity enhancement nitrogen vacancy https://aclanthology.org/2021.emnlp-main.478/ Data and Parameter Scaling Laws for Neural Machine Translation - ACL Anthology Mitchell A Gordon, Kevin Duh, Jared Kaplan. Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. 2021. neural machine translation scaling laws data parameter acl https://pmc.ncbi.nlm.nih.gov/articles/PMC12084822/ Neurosymbolic AI as an antithesis to scaling laws - PMC The recent progress in machine learning has shifted the trends in artificial intelligence (AI) toward an overreliance on increasing amounts of data, computing... neurosymbolic ai scaling laws antithesis pmc https://www.aspbooks.org/a/volumes/article_details/?paper_id=36029 Scaling Laws in Disk Galaxies - aspbooks.org scaling laws disk galaxies https://ai.meta.com/research/publications/beyond-neural-scaling-laws-beating-power-law-scaling-via-data-pruning/ Beyond neural scaling laws: beating power law scaling via data pruning | Research - AI at Meta Widely observed neural scaling laws, in which error falls off as a power of the training set size, model size, or both, have driven substantial... scaling laws via data research ai beyond neural https://arxiv.org/abs/2307.03201 [2307.03201] Scaling Laws Do Not Scale Abstract page for arXiv paper 2307.03201: Scaling Laws Do Not Scale scaling laws scale https://tldr.takara.ai/p/2506.05447 Training Dynamics Underlying Language Model Scaling Laws: Loss Deceleration and Zero-Sum Learning |... This work aims to understand how scaling improves language models, specifically in terms of training dynamics. We find that language models undergo loss dece... language model scaling laws zero sum training dynamics https://scholarworks.alaska.edu/uaf_grad_engineering/357/ "Scaling laws in cold heavy oil production with sand reservoirs" by Keith W. Robertson This thesis presents a rigorous step by step procedure for deriving the minimum set of scaling laws for Cold Heavy Oil Production with Sand (CHOPS) reservoirs... scaling laws heavy oil cold production sand https://iris.unical.it/handle/20.500.11770/178725 Stochastic Fluctuations, Coherent Structures and Scaling Laws in the Solar Wind the solar wind scaling laws stochastic fluctuations coherent https://epje.epj.org/articles/epje/abs/2009/02/10189_2009_Article_8083/10189_2009_Article_8083.html Flow curves of colloidal dispersions close to the glass transition - Asymptotic scaling laws in a... The European Physical Journal E (EPJ E) publishes papers describing advances in the understanding of physical aspects of Soft, Liquid and Living Systems to the scaling laws flow curves close https://pure.psu.edu/en/publications/scaling-laws-of-entangled-polysaccharides/ Scaling laws of entangled polysaccharides - Penn State scaling laws penn state entangled polysaccharides https://pirsa.org/26050047 Towards a Science of AI: Scaling laws and synthetic data | PIRSA ai scaling laws synthetic data towards science pirsa https://spiral.imperial.ac.uk/entities/publication/bb979ee4-5f1b-428c-b698-4b0f5b770eff Scaling-laws of human broadcast communication enable distinction between human, corporate and robot... Human behaviour is highly individual by nature, yet statistical structures are emerging which seem to govern the actions of human beings collectively. Here we... scaling laws human broadcast communication enable https://comptes-rendus.academie-sciences.fr/physique/articles/10.1016/j.crhy.2006.08.001/ Scaling laws of density fluctuations in tokamak plasmas scaling laws density fluctuations tokamak plasmas https://www.walshmedicalmedia.com/abstract/scaling-laws-for-vascular-buckling-axial-and-circumferential-applications-to-pulse-wave-velocity-16213.html Scaling Laws for Vascular Buckling, Axial and Circumferentia | 16213 Background: Scaling laws for cylindrical column buckling are reviewed, applicable to the cardio-vascular system arteries or veins of various thicknesses... scaling laws vascular axial https://www.capitalone.com/tech/publications/scaling-laws-for-large-time-series-models/ Time-series scaling laws | Capital One Scaling-laws for large time-series models. Discovering power-law scaling in time-series transformer models, mirroring findings in language models. time series scaling laws capital one https://meetings-archive.aps.org/dpp/2017/ui3/1/ Cavity-cooled electron plasmas - In search of late time evolution self-similar scaling laws of... Cooling non-neutral plasmas to cryogenic temperature is a long standing challenge. With standard Penning-Malmberg trap geometry these temperatures can be diffic in search of scaling laws cavity cooled electron https://experts.arizona.edu/en/publications/scaling-laws-for-the-noise-equivalent-angle-and-c-tilt-g-tilt-ani-3/ Scaling laws for the noise-equivalent angle and C-tilt, G-tilt anisoplanatism due to scintillation:... scaling laws for the noise equivalent angle https://www.mathtube.org/lecture/video/scaling-laws-and-performance-trade-offs-collective-transport Scaling Laws and Performance Trade-offs for Collective Transport | mathtube.org scaling laws performance trade collective transport https://www.mis.mpg.de/de/events/event/isometric-embeddings-and-scaling-laws-for-compressed-elastic-sheets Isometric embeddings and scaling laws for compressed elastic sheets in Arbeitsgemeinschaft... scaling laws isometric embeddings compressed elastic https://cris.ariel.ac.il/iw/publications/dynamics-and-wrinkling-of-radially-propagating-fronts-inferred-fr-3/ Dynamics and wrinkling of radially propagating fronts inferred from scaling laws in channel... inferred from scaling laws dynamics wrinkling propagating https://lrec.elra.info/lrec2024-main-1087 On the Scaling Laws of Geographical Representation in Language Models - LREC 2024 | LREC - Language... May 1, 2024 - Language models have long been shown to embed geographical information in their hidden representations. This line of work has recently been revisited by extendi on the scaling laws language models geographical representation https://www.coursera.org/articles/scaling-laws-for-neural-language-models Understanding Scaling Laws for Neural Language Models | Coursera Scaling laws for neural language models explain how performance improves with increased model size, data, and computational resources. Explore neural language... neural language models scaling laws understanding coursera https://epljournal.edpsciences.org/articles/epl/abs/2006/24/epl9734/epl9734.html Universal scaling laws for large events in driven nonequilibrium systems | EPL EPL, a letters Journal exploring the frontiers of Physics scaling laws large events universal driven systems https://www.rohan-paul.com/p/scaling-laws-for-floating-point-quantization "Scaling Laws for Floating Point Quantization Training" Generated below podcast on this paper with Google's Illuminate. scaling laws floating point quantization training https://www.taskade.com/wiki/ai/scaling-laws Scaling Laws: The Math That Drives AI Progress (2026) | Taskade AI Scaling laws predict AI capability from compute, data, and parameters. Learn Chinchilla, Kaplan, Hoffmann, and the inference-compute era that followed. scaling laws the math drives ai progress https://elifesciences.org/articles/82490/peer-reviews Peer review in Physical basis of the cell size scaling laws | eLife A theoretical model explains how protein density and nuclear to cell volume ratio are maintained during cell growth, discusses conditions under which this... peer review the cell scaling laws physical basis https://roboticcontent.com/distillation-scaling-laws/ Distillation Scaling Laws - Robotic Content Jun 21, 2025 - We propose a distillation scaling law that estimates distilled model performance based on a compute budget and its allocation between the student and teacher. scaling laws distillation robotic content https://www.lawfaremedia.org/article/scaling-laws--why-ai-needs-independent-auditors--with-miles-brundage Scaling Laws: Why AI Needs Independent Auditors, with Miles Brundage | Lawfare scaling laws why ai independent auditors needs miles https://sciencedaily.com/releases/2025/04/250408121931.htm Universal spatiotemporal scaling laws governing daily population flow in cities revealed |... While the daily ebb and flow of people across a city might seem chaotic, new research reveals underlying universal patterns. A study unveils fundamental... scaling laws universal governing daily population https://huggingface.co/papers/2310.02984 Paper page - Scaling Laws for Associative Memories Join the discussion on this paper page scaling laws paper associative memories https://proceedings.nips.cc/paper_files/paper/2025/hash/1c9dbe4d49fa0ac833959230a9895c06-Abstract-Conference.html Complexity Scaling Laws for Neural Models using Combinatorial Optimization scaling laws combinatorial optimization complexity neural models https://about.uq.edu.au/experts/project/10809 Combustion scaling laws and inlet starting for Mach 8 inlet-injection radical-farming scramjets |... scaling laws combustion inlet starting mach https://scholars.duke.edu/publication/1469225 Scholars@Duke publication: Scaling Laws for the Length Scale of Energy-Containing Eddies in a... scaling laws for the scholars duke publication https://czaw.org/resources/must-marine-predators-always-follow-scaling-laws-memory-guides-the-foraging-decisions-of-a-pursuit-diving-seabird/ Must marine predators always follow scaling laws? Memory guides the foraging decisions of a... Foraging animals are expected to adapt their movement patterns to their environment in a way that maximizes efficiency. The search strategies they rely on to... scaling laws must marine predators always https://papers.neurips.cc/paper_files/paper/2025/hash/072769405a3c1b60171d09c0ade96ebf-Abstract-Conference.html Zero-Shot Performance Prediction for Probabilistic Scaling Laws zero shot scaling laws performance prediction probabilistic https://www.techniques-ingenieur.fr/en/resources/article/ti673/laser-damage-to-optical-components-r6738/v2/influence-of-irradiation-parameters-on-laser-flux-behaviour-scaling-laws-4 Influence of irradiation parameters on laser flux behaviour, scaling laws Dec 10, 2024 - Influence of irradiation parameters on laser flux behaviour, scaling laws by Laurent GALLAIS in the Ultimate Scientific and Technical Reference scaling laws influence irradiation parameters laser https://experts.boisestate.edu/en/publications/grain-boundary-networks-scaling-laws-preferred-cluster-structure-/ Grain boundary networks: Scaling laws, preferred cluster structure, and their implications for... scaling laws grain boundary networks preferred https://researchportal.ip-paris.fr/fr/publications/empirical-scaling-laws-for-self-focused-fs-laser-pulses-in-nitrog/ Empirical scaling laws for self-focused fs-laser pulses in nitrogen plasmas - Institut... scaling laws for self empirical focused fs https://idus.us.es/items/00eccdaa-482b-4b6d-afc4-f20796f911c5 The onset of electrospray: the universal scaling laws of the first ejection The disintegration of liquid drops with low electrical conductivity and subject to an electric field is investigated both theoretically and experimentally.... scaling laws onset universal first ejection https://www.scalingupexcellence.com/negligence-laws-and-how-they-apply-to-bicycle-accidents/ Negligence Laws and How They Apply to Bicycle Accidents - Scaling Up Excellence Jan 28, 2026 - When thousands of cyclists are injured in accidents every year, you can bet that many of them weren't caused by natural disasters. Negligence is the negligence laws bicycle accidents scaling up apply excellence