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.

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28,801 to 28,860 of 32,709

Automating Customer Service using LangChain: Building custom open-source GPT Chatbot for organizations
Keivalya Pandya, Mehfuza Holia
cs.CLcs.CYcs.LGarXiv:2310.05421v12023
PyRep: Bringing V-REP to Deep Robot Learning
Stephen James, Marc Freese, Andrew J. Davison
cs.ROcs.CVcs.LGarXiv:1906.11176v12019
Unlocking the Regulatory Genome by ARGUS: An Evidence-Constrained Agentic Framework for Interpreting Single Nucleotide Variants
Pratik Dutta, Matthew B. Obusan, Max Chao +3
q-bio.GNcs.AIcs.LGarXiv:2610.12281v12026
Phonological Interference in Multilingual Speech Models
Moran Yanuka, Raja Giryes, Moris Alper
cs.CLcs.LGarXiv:2610.11275v12026
Learning to Plan by Looking Back: Hindsight Hierarchies for Training Reasoning Models
Lars Simon, Holger Eble, Manuel Radons
cs.AIcs.LGcs.LOarXiv:2610.12168v12026
RL-ARC: Calibrating Large Reasoning Models via Reasoning-guided Uncertainty
Gukhyeon Lee, SangKeun Lee
cs.AIcs.CLcs.LGarXiv:2610.11352v12026
dynnode2vec: Scalable Dynamic Network Embedding
Sedigheh Mahdavi, Shima Khoshraftar, Aijun An
cs.LGcs.SIstat.MLarXiv:1812.02356v22018
BrepGen: A B-rep Generative Diffusion Model with Structured Latent Geometry
Xiang Xu, Joseph G. Lambourne, Pradeep Kumar Jayaraman +3
cs.CVcs.LGarXiv:2401.15563v32024
Tryage: Real-time, intelligent Routing of User Prompts to Large Language Models
Surya Narayanan Hari, Matt Thomson
cs.LGcs.AIcs.CLarXiv:2308.11601v22023
Domain Adaptive Transfer Learning for Fault Diagnosis
Qin Wang, Gabriel Michau, Olga Fink
stat.MLcs.LGstat.AParXiv:1905.06004v12019
What Next-Event Accuracy Cannot See: Closed-Loop Evaluation of Emergency Department Trajectory Simulators
Zhen Xuen Brandon Low
cs.LGcs.AIarXiv:2609.31635v12026
Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models
Haonan He, Yuchen Ren, Yining Tang +12
q-bio.BMcs.AIcs.LGarXiv:2412.19191v22024
Camera-Noise Residuals for Face-Swap Detection: Redundant, Not Complementary, and Why
Danil Davydov, Bader Rasheed, Dmitriy Vatolin
cs.LGarXiv:2610.11683v12026
Tokenization counts: the impact of tokenization on arithmetic in frontier LLMs
Aaditya K. Singh, DJ Strouse
cs.CLcs.LGarXiv:2402.14903v12024
Arctic-Embed 2.0: Multilingual Retrieval Without Compromise
Puxuan Yu, Luke Merrick, Gaurav Nuti +1
cs.CLcs.IRcs.LGarXiv:2412.04506v22024
Explainable AI in Credit Risk Management
Branka Hadji Misheva, Joerg Osterrieder, Ali Hirsa +2
q-fin.RMcs.LGarXiv:2103.00949v12021
Who Verifies the Verifier? Co-Evolving Inspectable Graders with Self-Improving Agents
Xing Zhang, Guanghui Wang, Yanwei Cui +4
cs.AIcs.CLcs.LGarXiv:2610.11464v12026
Assistive Gym: A Physics Simulation Framework for Assistive Robotics
Zackory Erickson, Vamsee Gangaram, Ariel Kapusta +2
cs.ROcs.AIcs.LGarXiv:1910.04700v12019
Efficient Vision-Language-Action Management and Serving for Robot Factories
Dionysios Adamopoulos, Nattapol Chanpaisit, Basel Fakhri +1
cs.DCcs.ARcs.LGarXiv:2609.12075v12026
Fast BIB simulation at a future Muon Collider with generative machine learning
Radha Mastandrea, Shiyu Peng, Benjamin Rosser +1
physics.ins-detcs.LGhep-exarXiv:2609.12054v12026
Patient-Reported Survey Data Improve Prediction of Opioid Use Disorder
Xiyue Jiang, Zihan Ding, Grace Han +3
cs.LGarXiv:2609.12224v12026
Image Classification at Supercomputer Scale
Chris Ying, Sameer Kumar, Dehao Chen +2
cs.LGcs.DCstat.MLarXiv:1811.06992v22018
Reinforcement Learning over Patient Trajectories for Clinical Reasoning in EHR Foundation Models
Yuxin Xiao, Sheng Zhang, Chandan Singh +4
cs.LGcs.AIcs.CYarXiv:2609.12277v12026
EDiS: Edge Disjoint Subgraph Sparsification Framework for Graph Neural Networks
Sai Karthik Navuluru, Siddhartha Shankar Das, Franck Dernoncourt +7
cs.LGarXiv:2610.09059v12026
Predicting Collision Cross Sections with GRACE: Geometric Residual Adduct Conditioning via Early-fusion
Parthasarathy Suryanarayanan, Susanta Das, Shreyans Sethi +2
cs.LGcs.AIq-bio.BMarXiv:2609.12223v22026
Ginger Cannot Cure Cancer: Battling Fake Health News with a Comprehensive Data Repository
Enyan Dai, Yiwei Sun, Suhang Wang
cs.SIcs.LGstat.MLarXiv:2002.00837v22020
QuPAINT: Physics-Aware Multimodal Reasoning for Quantum Material Characterization
Sankalp Pandey, Xuan-Bac Nguyen, Hoang-Quan Nguyen +4
cs.CVcs.AIcs.LGarXiv:2609.12202v12026
Moirai-MoE: Empowering Time Series Foundation Models with Sparse Mixture of Experts
Xu Liu, Juncheng Liu, Gerald Woo +7
cs.LGstat.MLarXiv:2410.10469v12024
Language Is an Insufficient Substrate for Quantitative Reasoning, and Consequential Domains Need Large Quantitative Models
Reuben Vandeventer, David Imrem, David J. Wild
cs.AIcs.LGarXiv:2609.12105v12026
STeCa: Step-level Trajectory Calibration for LLM Agent Learning
Hanlin Wang, Jian Wang, Chak Tou Leong +1
cs.LGcs.AIcs.CLarXiv:2502.14276v22025
TransQuest: Translation Quality Estimation with Cross-lingual Transformers
Tharindu Ranasinghe, Constantin Orasan, Ruslan Mitkov
cs.CLcs.AIcs.LGarXiv:2011.01536v22020
RespireNet: A Deep Neural Network for Accurately Detecting Abnormal Lung Sounds in Limited Data Setting
Siddhartha Gairola, Francis Tom, Nipun Kwatra +1
cs.SDcs.LGeess.ASarXiv:2011.00196v22020
The Second International Verification of Neural Networks Competition (VNN-COMP 2021): Summary and Results
Stanley Bak, Changliu Liu, Taylor Johnson
cs.LOcs.LGarXiv:2109.00498v12021
Review and Prospect: Deep Learning in Nuclear Magnetic Resonance Spectroscopy
Dicheng Chen, Zi Wang, Di Guo +2
physics.med-phcs.LGeess.IVarXiv:2001.04813v22020
Using Weisfeiler-Leman Features for Algorithm Selection in Constraint Optimisation
Alessio Pellegrino, Jacopo Mauro
cs.LGcs.AIarXiv:2610.12119v12026
L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models
Ansong Ni, Pengcheng Yin, Yilun Zhao +11
cs.CLcs.LGcs.PLarXiv:2309.17446v22023
RepoFusion: Training Code Models to Understand Your Repository
Disha Shrivastava, Denis Kocetkov, Harm de Vries +2
cs.LGcs.AIcs.PLarXiv:2306.10998v12023
The Rank the Task Demands: A Causal Rank Law for Matrix Memories Trained on Group Composition
Samuel Larson
cs.LGarXiv:2609.12259v12026
Unmasking Trees for Tabular Data
Calvin McCarter
cs.LGstat.MLarXiv:2407.05593v52024
GAN Computers Generate Arts? A Survey on Visual Arts, Music, and Literary Text Generation using Generative Adversarial Network
Sakib Shahriar
cs.AIcs.CLcs.CVarXiv:2108.03857v22021
Federated Learning for Multi-Center Imaging Diagnostics: A Study in Cardiovascular Disease
Akis Linardos, Kaisar Kushibar, Sean Walsh +2
eess.IVcs.AIcs.LGarXiv:2107.03901v12021
Universal Adversarial Attack on Attention and the Resulting Dataset DAmageNet
Sizhe Chen, Zhengbao He, Chengjin Sun +2
cs.LGstat.MLarXiv:2001.06325v32020
Federated Self-Supervised Learning of Multi-Sensor Representations for Embedded Intelligence
Aaqib Saeed, Flora D. Salim, Tanir Ozcelebi +1
cs.LGstat.MLarXiv:2007.13018v12020
Timer-M1: A Multivariate Time Series Foundation Model via Learning Primitives
Haoran Zhang, Haixuan Liu, Xingjian Su +5
cs.LGcs.AIarXiv:2610.11734v12026
What is the goal of unsupervised machine learning?
Aapo Hyvärinen
cs.LGarXiv:2610.11697v12026
Sera: Semantic Representation Aggregation for Reliable and Interpretable Battery Health Forecasting
Jiawei Li, Fang Liu, Wei Zhang +3
cs.LGcs.AIarXiv:2610.11567v12026
AgentHorizon: Evaluating Agentic Judges for Long-Horizon Computer-Use Tasks
Xing Han Lù, Dheeraj Vattikonda, Sina Hajimiri +7
cs.AIcs.LGarXiv:2610.11050v12026
The FLUXCOM ensemble of global land-atmosphere energy fluxes
Martin Jung, Sujan Koirala, Ulrich Weber +7
physics.ao-phcs.LGstat.MLarXiv:1812.04951v12018
Can You Learn an Algorithm? Generalizing from Easy to Hard Problems with Recurrent Networks
Avi Schwarzschild, Eitan Borgnia, Arjun Gupta +4
cs.LGcs.AIarXiv:2106.04537v22021
Categorizing Bugs with Social Networks: A Case Study on Four Open Source Software Communities
Marcelo Serrano Zanetti, Ingo Scholtes, Claudio Juan Tessone +1
cs.SEcs.LGcs.SIarXiv:1302.6764v22013
General Semantic Knowledge Infusion for Spatio-Temporal Traffic Forecasting
Mattis thor Straten, Yannick Wolker, Steffen Strohm +3
cs.LGarXiv:2608.17440v12026
Your Model Already Knows Don't Teach It, Learn to Ask It: Soft Prompting for Few-Shot Adaptation of Vision-Language Models
Gautam Rajendrakumar Gare, Siyi Li, Hewei Wang +5
cs.CVcs.AIcs.LGarXiv:2609.11310v12026
CatchBench: When Can an Agent Failure Be Caught?
Yue Zhao
cs.LGcs.MAcs.PFarXiv:2608.22808v12026
Holistic Analysis of Hallucination in GPT-4V(ision): Bias and Interference Challenges
Chenhang Cui, Yiyang Zhou, Xinyu Yang +4
cs.LGcs.CLcs.CVarXiv:2311.03287v22023
N2D: (Not Too) Deep Clustering via Clustering the Local Manifold of an Autoencoded Embedding
Ryan McConville, Raul Santos-Rodriguez, Robert J Piechocki +1
cs.LGstat.MLarXiv:1908.05968v62019
FINESSE: An Agent-Based Simulator and Benchmark Dataset for Multimodal Financial Event Sequences
Tyler Farnan, Benjamin Eng, Adam Abate +4
cs.LGarXiv:2609.11993v12026
EMR-Merging: Tuning-Free High-Performance Model Merging
Chenyu Huang, Peng Ye, Tao Chen +3
cs.LGcs.CVarXiv:2405.17461v22024
Enhancing Bangla Fake News Detection Using Bidirectional Gated Recurrent Units and Deep Learning Techniques
Utsha Roy, Mst. Sazia Tahosin, Md. Mahedi Hassan +6
cs.CLcs.LGarXiv:2404.01345v12024
How to Catch an AI Liar: Lie Detection in Black-Box LLMs by Asking Unrelated Questions
Lorenzo Pacchiardi, Alex J. Chan, Sören Mindermann +5
cs.CLcs.AIcs.LGarXiv:2309.15840v12023
Workhorse: Learning Robust Whole-Body Humanoid Loco-Manipulation from Human Data
Songbo Hu, Qiayuan Liao, Yufeng Chi +4
cs.ROcs.LGarXiv:2610.09117v12026

Machine Learning

Automating Customer Service using LangChain: Building custom open-source GPT Chatbot for organizations

PyRep: Bringing V-REP to Deep Robot Learning

Unlocking the Regulatory Genome by ARGUS: An Evidence-Constrained Agentic Framework for Interpreting Single Nucleotide Variants

Phonological Interference in Multilingual Speech Models

Learning to Plan by Looking Back: Hindsight Hierarchies for Training Reasoning Models

RL-ARC: Calibrating Large Reasoning Models via Reasoning-guided Uncertainty

dynnode2vec: Scalable Dynamic Network Embedding

BrepGen: A B-rep Generative Diffusion Model with Structured Latent Geometry

Tryage: Real-time, intelligent Routing of User Prompts to Large Language Models

Domain Adaptive Transfer Learning for Fault Diagnosis

What Next-Event Accuracy Cannot See: Closed-Loop Evaluation of Emergency Department Trajectory Simulators

Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models

Camera-Noise Residuals for Face-Swap Detection: Redundant, Not Complementary, and Why

Tokenization counts: the impact of tokenization on arithmetic in frontier LLMs

Arctic-Embed 2.0: Multilingual Retrieval Without Compromise

Explainable AI in Credit Risk Management

Who Verifies the Verifier? Co-Evolving Inspectable Graders with Self-Improving Agents

Assistive Gym: A Physics Simulation Framework for Assistive Robotics

Efficient Vision-Language-Action Management and Serving for Robot Factories

Fast BIB simulation at a future Muon Collider with generative machine learning

Patient-Reported Survey Data Improve Prediction of Opioid Use Disorder

Image Classification at Supercomputer Scale

Reinforcement Learning over Patient Trajectories for Clinical Reasoning in EHR Foundation Models

EDiS: Edge Disjoint Subgraph Sparsification Framework for Graph Neural Networks

Predicting Collision Cross Sections with GRACE: Geometric Residual Adduct Conditioning via Early-fusion

Ginger Cannot Cure Cancer: Battling Fake Health News with a Comprehensive Data Repository

QuPAINT: Physics-Aware Multimodal Reasoning for Quantum Material Characterization

Moirai-MoE: Empowering Time Series Foundation Models with Sparse Mixture of Experts

Language Is an Insufficient Substrate for Quantitative Reasoning, and Consequential Domains Need Large Quantitative Models

STeCa: Step-level Trajectory Calibration for LLM Agent Learning

TransQuest: Translation Quality Estimation with Cross-lingual Transformers

RespireNet: A Deep Neural Network for Accurately Detecting Abnormal Lung Sounds in Limited Data Setting

The Second International Verification of Neural Networks Competition (VNN-COMP 2021): Summary and Results

Review and Prospect: Deep Learning in Nuclear Magnetic Resonance Spectroscopy

Using Weisfeiler-Leman Features for Algorithm Selection in Constraint Optimisation

L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models

RepoFusion: Training Code Models to Understand Your Repository

The Rank the Task Demands: A Causal Rank Law for Matrix Memories Trained on Group Composition

Unmasking Trees for Tabular Data

GAN Computers Generate Arts? A Survey on Visual Arts, Music, and Literary Text Generation using Generative Adversarial Network

Federated Learning for Multi-Center Imaging Diagnostics: A Study in Cardiovascular Disease

Universal Adversarial Attack on Attention and the Resulting Dataset DAmageNet

Federated Self-Supervised Learning of Multi-Sensor Representations for Embedded Intelligence

Timer-M1: A Multivariate Time Series Foundation Model via Learning Primitives

What is the goal of unsupervised machine learning?

Sera: Semantic Representation Aggregation for Reliable and Interpretable Battery Health Forecasting

AgentHorizon: Evaluating Agentic Judges for Long-Horizon Computer-Use Tasks

The FLUXCOM ensemble of global land-atmosphere energy fluxes

Can You Learn an Algorithm? Generalizing from Easy to Hard Problems with Recurrent Networks

Categorizing Bugs with Social Networks: A Case Study on Four Open Source Software Communities

General Semantic Knowledge Infusion for Spatio-Temporal Traffic Forecasting

Your Model Already Knows Don't Teach It, Learn to Ask It: Soft Prompting for Few-Shot Adaptation of Vision-Language Models

CatchBench: When Can an Agent Failure Be Caught?

Holistic Analysis of Hallucination in GPT-4V(ision): Bias and Interference Challenges

N2D: (Not Too) Deep Clustering via Clustering the Local Manifold of an Autoencoded Embedding

FINESSE: An Agent-Based Simulator and Benchmark Dataset for Multimodal Financial Event Sequences

EMR-Merging: Tuning-Free High-Performance Model Merging

Enhancing Bangla Fake News Detection Using Bidirectional Gated Recurrent Units and Deep Learning Techniques

How to Catch an AI Liar: Lie Detection in Black-Box LLMs by Asking Unrelated Questions

Workhorse: Learning Robust Whole-Body Humanoid Loco-Manipulation from Human Data