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International Conference on Machine Learning

ICML

A*

CORE rank

CORE rank (raw)

A*

Acceptance rate

27.5% (2024)

Fields of research

Machine Learning

Papers indexed

17,065

1988–2025

Best Machine Learning conferences

Papers per year

19883,341 peak2025

Most published authors

ICML papers

17,065 records sourced from DBLP. Search titles, filter by year, sort by recency.

YearTitleAuthors
2025Online Laplacian-Based Representation Learning in Reinforcement Learning.Maheed H. Ahmed, Jayanth Bhargav, Mahsa Ghasemi
2025Optimal Sensor Scheduling and Selection for Continuous-Discrete Kalman Filtering with Auxiliary Dynamics.Mohamad Al Ahdab, John Leth, Zheng-Hua Tan
2025FunBO: Discovering Acquisition Functions for Bayesian Optimization with FunSearch.Virginia Aglietti, Ira Ktena, Jessica Schrouff, Eleni Sgouritsa, Francisco J. R. Ruiz, Alan Malek, Alexis Bellot, Silvia Chiappa
2025NextCoder: Robust Adaptation of Code LMs to Diverse Code Edits.Tushar Aggarwal, Swayam Singh, Abhijeet Awasthi, Aditya Kanade, Nagarajan Natarajan
2025AlphaVerus: Bootstrapping Formally Verified Code Generation through Self-Improving Translation and Treefinement.Pranjal Aggarwal, Bryan Parno, Sean Welleck
2025The Missing Alignment Link of In-context Learning on Sequences.Harshvardhan Agarwal, Sunita Sarawagi
2025Proto Successor Measure: Representing the Behavior Space of an RL Agent.Siddhant Agarwal, Harshit Sikchi, Peter Stone, Amy Zhang
2025FedECADO: A Dynamical System Model of Federated Learning.Aayushya Agarwal, Gauri Joshi, Lawrence T. Pileggi
2025Design Considerations in Offline Preference-based RL.Alekh Agarwal, Christoph Dann, Teodor Vanislavov Marinov
2025Optimal Fair Learning Robust to Adversarial Distribution Shift.Sushant Agarwal, Amit Deshpande, Rajmohan Rajaraman, Ravi Sundaram
2025Sparse Training from Random Initialization: Aligning Lottery Ticket Masks using Weight Symmetry.Mohammed Adnan, Rohan Jain, Ekansh Sharma, Rahul Krishnan, Yani Ioannou
2025From Mechanistic Interpretability to Mechanistic Biology: Training, Evaluating, and Interpreting Sparse Autoencoders on Protein Language Models.Etowah Adams, Liam Bai, Minji Lee, Yiyang Yu, Mohammed AlQuraishi
2025An in depth look at the Procrustes-Wasserstein distance: properties and barycenters.Davide Adamo, Marco Corneli, Manon Vuillien, Emmanuelle Vila
2025Inverse Problem Sampling in Latent Space Using Sequential Monte Carlo.Idan Achituve, Hai Victor Habi, Amir Rosenfeld, Arnon Netzer, Idit Diamant, Ethan Fetaya
2025Geometric Median (GM) Matching for Robust k-Subset Selection from Noisy Data.Anish Acharya, Sujay Sanghavi, Alex Dimakis, Inderjit S. Dhillon
2025Star Attention: Efficient LLM Inference over Long Sequences.Shantanu Acharya, Fei Jia, Boris Ginsburg
2025Grokking in the Wild: Data Augmentation for Real-World Multi-Hop Reasoning with Transformers.Roman Abramov, Felix Steinbauer, Gjergji Kasneci
2025EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities.Talor Abramovich, Meet Udeshi, Minghao Shao, Kilian Lieret, Haoran Xi, Kimberly Milner, Sofija Jancheska, John Yang, Carlos E. Jimenez, Farshad Khorrami, Prashanth Krishnamurthy, Brendan Dolan-Gavitt, Muhammad Shafique, Karthik R. Narasimhan, Ramesh Karri, Ofir Press
2025Parameters vs FLOPs: Scaling Laws for Optimal Sparsity for Mixture-of-Experts Language Models.Samira Abnar, Harshay Shah, Dan Busbridge, Alaaeldin El-Nouby, Joshua M. Susskind, Vimal Thilak
2025Soup-of-Experts: Pretraining Specialist Models via Parameters Averaging.Pierre Ablin, Angelos Katharopoulos, Skyler Seto, David Grangier
2025Consensus Is All You Get: The Role of Attention in Transformers.lvaro Rodrguez Abella, Joo Pedro Silvestre, Paulo Tabuada
2025Task Generalization with Autoregressive Compositional Structure: Can Learning from D Tasks Generalize to DT Tasks?Amirhesam Abedsoltan, Huaqing Zhang, Kaiyue Wen, Hongzhou Lin, Jingzhao Zhang, Mikhail Belkin
2025LMRL Gym: Benchmarks for Multi-Turn Reinforcement Learning with Language Models.Marwa Abdulhai, Isadora White, Charlie Victor Snell, Charles Sun, Joey Hong, Yuexiang Zhai, Kelvin Xu, Sergey Levine
2025Graph Neural Network Generalization With Gaussian Mixture Model Based Augmentation.Yassine Abbahaddou, Fragkiskos D. Malliaros, Johannes F. Lutzeyer, Amine Mohamed Aboussalah, Michalis Vazirgiannis
2025The Value of Prediction in Identifying the Worst-Off.Unai Fischer Abaigar, Christoph Kern, Juan Carlos Perdomo
3,001–3,025 of 17,065← PreviousNext →

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