Machine Learning

Papers filed under cs.LG on arXiv, each one already summarized by Paperlayer. Open any of them to read the summary beside the original PDF, with every point linked to the line, figure, or table it came from.

Search paper metadata (including unsummarized papers)

8,881 to 8,940 of 20,454

Neural operators approximate strongly continuous convex monotone semigroups
Jonas Blessing, Philipp Schmocker, Alessandro Sgarabottolo
math.NAcs.LGmath.AParXiv:2609.02727v12026
APIGen: Automated Pipeline for Generating Verifiable and Diverse Function-Calling Datasets
Zuxin Liu, Thai Hoang, Jianguo Zhang +14
cs.CLcs.AIcs.LGarXiv:2406.18518v12024
Debugging Tests for Model Explanations
Julius Adebayo, Michael Muelly, Ilaria Liccardi +1
cs.CVcs.LGarXiv:2011.05429v12020
Sparse Graph Attention Networks
Yang Ye, Shihao Ji
cs.LGstat.MLarXiv:1912.00552v22019
The Riemannian Geometry of Deep Generative Models
Hang Shao, Abhishek Kumar, P. Thomas Fletcher
cs.LGcs.CVstat.MLarXiv:1711.08014v12017
Federated LoRA Adaptation of BiomedCLIP Across Four International Chest X-Ray Cohorts
Sanjaya Poudel, Nirajan Kunwor, Manish Dhakal +2
cs.LGcs.AIcs.CVarXiv:2609.02101v12026
Distance Metric Learning using Graph Convolutional Networks: Application to Functional Brain Networks
Sofia Ira Ktena, Sarah Parisot, Enzo Ferrante +4
cs.CVcs.LGarXiv:1703.02161v22017
Learning values across many orders of magnitude
Hado van Hasselt, Arthur Guez, Matteo Hessel +2
cs.LGcs.AIcs.NEarXiv:1602.07714v22016
3D Object Reconstruction from a Single Depth View with Adversarial Learning
Bo Yang, Hongkai Wen, Sen Wang +3
cs.CVcs.AIcs.LGarXiv:1708.07969v12017
Generative Joint Source-Channel Coding for Semantic Image Transmission
Ecenaz Erdemir, Tze-Yang Tung, Pier Luigi Dragotti +1
eess.IVcs.AIcs.LGarXiv:2211.13772v12022
Conditional Channel Gated Networks for Task-Aware Continual Learning
Davide Abati, Jakub Tomczak, Tijmen Blankevoort +3
cs.CVcs.LGstat.MLarXiv:2004.00070v12020
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning
Ke Wang, Houxing Ren, Aojun Zhou +7
cs.CLcs.AIcs.CVarXiv:2310.03731v12023
Estimating Phoneme Class Conditional Probabilities from Raw Speech Signal using Convolutional Neural Networks
Dimitri Palaz, Ronan Collobert, Mathew Magimai. -Doss
cs.LGcs.CLcs.NEarXiv:1304.1018v22013
Solving the Problem of the K Parameter in the KNN Classifier Using an Ensemble Learning Approach
Ahmad Basheer Hassanat, Mohammad Ali Abbadi, Ghada Awad Altarawneh +1
cs.LGarXiv:1409.0919v12014
Bayesian Recurrent Neural Networks
Meire Fortunato, Charles Blundell, Oriol Vinyals
cs.LGstat.MLarXiv:1704.02798v42017
Dynamic Deep Neural Networks: Optimizing Accuracy-Efficiency Trade-offs by Selective Execution
Lanlan Liu, Jia Deng
cs.LGstat.MLarXiv:1701.00299v32017
RenderDiffusion: Image Diffusion for 3D Reconstruction, Inpainting and Generation
Titas Anciukevičius, Zexiang Xu, Matthew Fisher +4
cs.CVcs.LGarXiv:2211.09869v42022
Transformer for Graphs: An Overview from Architecture Perspective
Erxue Min, Runfa Chen, Yatao Bian +7
cs.LGcs.AIarXiv:2202.08455v12022
Characterising Bias in Compressed Models
Sara Hooker, Nyalleng Moorosi, Gregory Clark +2
cs.LGcs.AIarXiv:2010.03058v22020
Federated Learning with Bayesian Differential Privacy
Aleksei Triastcyn, Boi Faltings
cs.LGcs.CRcs.DCarXiv:1911.10071v12019
Maximum Mean Discrepancy Gradient Flow
Michael Arbel, Anna Korba, Adil Salim +1
stat.MLcs.LGarXiv:1906.04370v22019
AutoScientist-Quant: Self-Evolving Coding Agents for Automatic Research in Quantitative Investment
Zongqian Li, Yaoyiran Li, Yaohui Guo +3
cs.AIcs.CLcs.LGarXiv:2608.28632v22026
Technical Note on Transcription Factor Motif Discovery from Importance Scores (TF-MoDISco) version 0.5.6.5
Avanti Shrikumar, Katherine Tian, Žiga Avsec +5
cs.LGq-bio.GNstat.MLarXiv:1811.00416v52018
FasterSeg: Searching for Faster Real-time Semantic Segmentation
Wuyang Chen, Xinyu Gong, Xianming Liu +3
cs.CVcs.LGarXiv:1912.10917v22019
Unified Image and Video Saliency Modeling
Richard Droste, Jianbo Jiao, J. Alison Noble
cs.CVcs.LGarXiv:2003.05477v32020
VideoPhy: Evaluating Physical Commonsense for Video Generation
Hritik Bansal, Zongyu Lin, Tianyi Xie +7
cs.CVcs.AIcs.LGarXiv:2406.03520v22024
Phase Retrieval Under a Generative Prior
Paul Hand, Oscar Leong, Vladislav Voroninski
cs.ITcs.LGmath.OCarXiv:1807.04261v12018
Efficient Algorithms for Smooth Minimax Optimization
Kiran Koshy Thekumparampil, Prateek Jain, Praneeth Netrapalli +1
math.OCcs.LGstat.MLarXiv:1907.01543v12019
Oracle, will I ever learn? A study of prediction convergence and complementarity across link prediction models
Guillaume Méroué, Fabien Gandon, Pierre Monnin
cs.LGarXiv:2609.02638v12026
Distributed Submodular Maximization
Baharan Mirzasoleiman, Amin Karbasi, Rik Sarkar +1
cs.LGcs.AIcs.DCarXiv:1411.0541v22014
CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning
Daojian Zeng, Ranran Haoran Zhang, Qianying Liu
cs.CLcs.LGarXiv:1911.10438v22019
Microscaling Data Formats for Deep Learning
Bita Darvish Rouhani, Ritchie Zhao, Ankit More +30
cs.LGcs.AIarXiv:2310.10537v32023
Offline RL Without Off-Policy Evaluation
David Brandfonbrener, William F. Whitney, Rajesh Ranganath +1
cs.LGstat.MLarXiv:2106.08909v32021
Transcoders Find Interpretable LLM Feature Circuits
Jacob Dunefsky, Philippe Chlenski, Neel Nanda
cs.LGcs.CLarXiv:2406.11944v22024
SkyScript: A Large and Semantically Diverse Vision-Language Dataset for Remote Sensing
Zhecheng Wang, Rajanie Prabha, Tianyuan Huang +2
cs.CVcs.AIcs.LGarXiv:2312.12856v12023
Beware of the Simulated DAG! Causal Discovery Benchmarks May Be Easy To Game
Alexander G. Reisach, Christof Seiler, Sebastian Weichwald
stat.MLcs.LGstat.MEarXiv:2102.13647v32021
Beyond Convexity: Stochastic Quasi-Convex Optimization
Elad Hazan, Kfir Y. Levy, Shai Shalev-Shwartz
cs.LGmath.OCarXiv:1507.02030v32015
Right Frame, Wrong Rule: Cultural Cues Expose the Financial Knowledge Gap They Were Meant to Close
Rania Elbadry, Ahmed Heakl, Saeed Almheiri +12
cs.CLcs.AIcs.LGarXiv:2609.00999v12026
Prompting Decision Transformer for Few-Shot Policy Generalization
Mengdi Xu, Yikang Shen, Shun Zhang +4
cs.LGcs.AIcs.CVarXiv:2206.13499v12022
Beyond Scores: Understanding LLM-as-a-Judge Mechanisms in Summarization Evaluation
Himil Vasava, Ming Jiang
cs.CLcs.LGarXiv:2609.01604v12026
LassoNet: A Neural Network with Feature Sparsity
Ismael Lemhadri, Feng Ruan, Louis Abraham +1
stat.MLcs.LGarXiv:1907.12207v102019
Evaluating Weakly Supervised Object Localization Methods Right
Junsuk Choe, Seong Joon Oh, Seungho Lee +3
cs.CVcs.LGarXiv:2001.07437v22020
Graph Convolutional Matrix Completion
Rianne van den Berg, Thomas N. Kipf, Max Welling
stat.MLcs.DBcs.IRarXiv:1706.02263v22017
MagNet: A Neural Network for Directed Graphs
Xitong Zhang, Yixuan He, Nathan Brugnone +2
cs.LGarXiv:2102.11391v22021
Physics informed neural networks for continuum micromechanics
Alexander Henkes, Henning Wessels, Rolf Mahnken
cs.LGarXiv:2110.07374v22021
The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification
Jorge Oliveira, Francesco Renna, Paulo Dias Costa +12
q-bio.QMcs.LGarXiv:2108.00813v22021
OmniParser for Pure Vision Based GUI Agent
Yadong Lu, Jianwei Yang, Yelong Shen +1
cs.CVcs.AIcs.CLarXiv:2408.00203v12024
Interspeech 2021 Deep Noise Suppression Challenge
Chandan K A Reddy, Harishchandra Dubey, Kazuhito Koishida +7
cs.SDcs.LGeess.ASarXiv:2101.01902v32021
Refining Heuristic-Based Bitcoin Address Clustering with Graph Neural Networks
Hugo Schnoering, Roman Bresson, Michalis Vazirgiannis
cs.LGarXiv:2609.01942v12026
When Attention Sink Emerges in Language Models: An Empirical View
Xiangming Gu, Tianyu Pang, Chao Du +5
cs.CLcs.AIcs.LGarXiv:2410.10781v22024
Privacy-preserving Spatiotemporal Scenario Generation of Renewable Energies: A Federated Deep Generative Learning Approach
Yang Li, Jiazheng Li, Yi Wang
cs.LGeess.SPeess.SYarXiv:2107.07738v12021
TimeCMA: Towards LLM-Empowered Multivariate Time Series Forecasting via Cross-Modality Alignment
Chenxi Liu, Qianxiong Xu, Hao Miao +5
cs.LGcs.AIcs.CLarXiv:2406.01638v52024
Self-attention Does Not Need $O(n^2)$ Memory
Markus N. Rabe, Charles Staats
cs.LGarXiv:2112.05682v32021
Deep Joint Source-Channel Coding for Wireless Image Transmission with Adaptive Rate Control
Mingyu Yang, Hun-Seok Kim
eess.SPcs.LGeess.IVarXiv:2110.04456v12021
VideoChat-Flash: Hierarchical Compression for Long-Context Video Modeling
Xinhao Li, Yi Wang, Jiashuo Yu +10
cs.CVcs.LGarXiv:2501.00574v42024
TextGrad: Automatic "Differentiation" via Text
Mert Yuksekgonul, Federico Bianchi, Joseph Boen +4
cs.CLcs.AIcs.LGarXiv:2406.07496v12024
Births are difficult to predict even with rich survey and full-population register data
Elizaveta Sivak, Emily M. Cantrell, Thomas Emery +109
cs.LGarXiv:2609.01194v12026
The Value of Big Data for Credit Scoring: Enhancing Financial Inclusion using Mobile Phone Data and Social Network Analytics
María Óskarsdóttir, Cristián Bravo, Carlos Sarraute +2
cs.SIcs.CYcs.LGarXiv:2002.09931v12020
Explainable Artificial Intelligence: A Survey of Needs, Techniques, Applications, and Future Direction
Melkamu Mersha, Khang Lam, Joseph Wood +2
cs.AIcs.CLcs.CYarXiv:2409.00265v22024
ContractNLI: A Dataset for Document-level Natural Language Inference for Contracts
Yuta Koreeda, Christopher D. Manning
cs.CLcs.AIcs.LGarXiv:2110.01799v12021

Machine Learning

Neural operators approximate strongly continuous convex monotone semigroups

APIGen: Automated Pipeline for Generating Verifiable and Diverse Function-Calling Datasets

Debugging Tests for Model Explanations

Sparse Graph Attention Networks

The Riemannian Geometry of Deep Generative Models

Federated LoRA Adaptation of BiomedCLIP Across Four International Chest X-Ray Cohorts

Distance Metric Learning using Graph Convolutional Networks: Application to Functional Brain Networks

Learning values across many orders of magnitude

3D Object Reconstruction from a Single Depth View with Adversarial Learning

Generative Joint Source-Channel Coding for Semantic Image Transmission

Conditional Channel Gated Networks for Task-Aware Continual Learning

MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning

Estimating Phoneme Class Conditional Probabilities from Raw Speech Signal using Convolutional Neural Networks

Solving the Problem of the K Parameter in the KNN Classifier Using an Ensemble Learning Approach

Bayesian Recurrent Neural Networks

Dynamic Deep Neural Networks: Optimizing Accuracy-Efficiency Trade-offs by Selective Execution

RenderDiffusion: Image Diffusion for 3D Reconstruction, Inpainting and Generation

Transformer for Graphs: An Overview from Architecture Perspective

Characterising Bias in Compressed Models

Federated Learning with Bayesian Differential Privacy

Maximum Mean Discrepancy Gradient Flow

AutoScientist-Quant: Self-Evolving Coding Agents for Automatic Research in Quantitative Investment

Technical Note on Transcription Factor Motif Discovery from Importance Scores (TF-MoDISco) version 0.5.6.5

FasterSeg: Searching for Faster Real-time Semantic Segmentation

Unified Image and Video Saliency Modeling

VideoPhy: Evaluating Physical Commonsense for Video Generation

Phase Retrieval Under a Generative Prior

Efficient Algorithms for Smooth Minimax Optimization

Oracle, will I ever learn? A study of prediction convergence and complementarity across link prediction models

Distributed Submodular Maximization

CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning

Microscaling Data Formats for Deep Learning

Offline RL Without Off-Policy Evaluation

Transcoders Find Interpretable LLM Feature Circuits

SkyScript: A Large and Semantically Diverse Vision-Language Dataset for Remote Sensing

Beware of the Simulated DAG! Causal Discovery Benchmarks May Be Easy To Game

Beyond Convexity: Stochastic Quasi-Convex Optimization

Right Frame, Wrong Rule: Cultural Cues Expose the Financial Knowledge Gap They Were Meant to Close

Prompting Decision Transformer for Few-Shot Policy Generalization

Beyond Scores: Understanding LLM-as-a-Judge Mechanisms in Summarization Evaluation

LassoNet: A Neural Network with Feature Sparsity

Evaluating Weakly Supervised Object Localization Methods Right

Graph Convolutional Matrix Completion

MagNet: A Neural Network for Directed Graphs

Physics informed neural networks for continuum micromechanics

The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification

OmniParser for Pure Vision Based GUI Agent

Interspeech 2021 Deep Noise Suppression Challenge

Refining Heuristic-Based Bitcoin Address Clustering with Graph Neural Networks

When Attention Sink Emerges in Language Models: An Empirical View

Privacy-preserving Spatiotemporal Scenario Generation of Renewable Energies: A Federated Deep Generative Learning Approach

TimeCMA: Towards LLM-Empowered Multivariate Time Series Forecasting via Cross-Modality Alignment

Self-attention Does Not Need $O(n^2)$ Memory

Deep Joint Source-Channel Coding for Wireless Image Transmission with Adaptive Rate Control

VideoChat-Flash: Hierarchical Compression for Long-Context Video Modeling

TextGrad: Automatic "Differentiation" via Text

Births are difficult to predict even with rich survey and full-population register data

The Value of Big Data for Credit Scoring: Enhancing Financial Inclusion using Mobile Phone Data and Social Network Analytics

Explainable Artificial Intelligence: A Survey of Needs, Techniques, Applications, and Future Direction

ContractNLI: A Dataset for Document-level Natural Language Inference for Contracts