Conference · Selected coverage

International Conference on Machine Learning

Filter edition, track and publication facts. Acceptance and proceedings remain separate milestones.

All papers sort by earliest public release. Record-type and venue views use the qualifying record’s publication date, or an explicit acceptance date. Partial dates retain their precision; undated records appear last.

Research feed

12 distinct works · Page 1 · Release d0418c29

conferenceInternational Conference on Machine Learning · 2025 · main

Breaking the $n^1.5$ Additive Error Barrier for Private and Efficient Graph Sparsification via Private Expander Decomposition

Anders Aamand, Justin Y. Chen, Mina Dalirrooyfard +4 authors

Anders Aamand, Justin Y. Chen, Mina Dalirrooyfard, Slobodan Mitrović, Yuriy Nevmyvaka, Sandeep Silwal, Yinzhan Xu

Published online: 2025-10-06

Proceedings published

Original record ↗1 publication record · History →

conferenceInternational Conference on Machine Learning · 2025 · main

Soup-of-Experts: Pretraining Specialist Models via Parameters Averaging

Pierre Ablin, Angelos Katharopoulos, Skyler Seto +1 authors

Pierre Ablin, Angelos Katharopoulos, Skyler Seto, David Grangier

Published online: 2025-10-06

Proceedings published

Original record ↗1 publication record · History →

conferenceInternational Conference on Machine Learning · 2025 · main

EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities

Talor Abramovich, Meet Udeshi, Minghao Shao +13 authors

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

Published online: 2025-10-06

Proceedings published

Original record ↗1 publication record · History →

conferenceInternational Conference on Machine Learning · 2025 · main

Aggregation of Dependent Expert Distributions in Multimodal Variational Autoencoders

Rogelio A. Mancisidor, Robert Jenssen, Shujian Yu +1 authors

Rogelio A. Mancisidor, Robert Jenssen, Shujian Yu, Michael Kampffmeyer

Published online: 2025-10-06

Proceedings published

Original record ↗1 publication record · History →

conferenceInternational Conference on Machine Learning · 2025 · main

Task Generalization with Autoregressive Compositional Structure: Can Learning from $D$ Tasks Generalize to $D^T$ Tasks?

Amirhesam Abedsoltan, Huaqing Zhang, Kaiyue Wen +3 authors

Amirhesam Abedsoltan, Huaqing Zhang, Kaiyue Wen, Hongzhou Lin, Jingzhao Zhang, Mikhail Belkin

Published online: 2025-10-06

Proceedings published

Original record ↗1 publication record · History →

conferenceInternational Conference on Machine Learning · 2025 · main

Improved Approximations for Hard Graph Problems using Predictions

Anders Aamand, Justin Y. Chen, Siddharth Gollapudi +2 authors

Anders Aamand, Justin Y. Chen, Siddharth Gollapudi, Sandeep Silwal, Hao Wu

Published online: 2025-10-06

Proceedings published

Original record ↗1 publication record · History →

conferenceInternational Conference on Machine Learning · 2025 · main

Graph Neural Network Generalization With Gaussian Mixture Model Based Augmentation

Yassine Abbahaddou, Fragkiskos D. Malliaros, Johannes F. Lutzeyer +2 authors

Yassine Abbahaddou, Fragkiskos D. Malliaros, Johannes F. Lutzeyer, Amine M. Aboussalah, Michalis Vazirgiannis

Published online: 2025-10-06

Proceedings published

Original record ↗1 publication record · History →

conferenceInternational Conference on Machine Learning · 2025 · main

Grokking in the Wild: Data Augmentation for Real-World Multi-Hop Reasoning with Transformers

Roman Abramov, Felix Steinbauer, Gjergji Kasneci

Published online: 2025-10-06

Proceedings published

Original record ↗1 publication record · History →

conferenceInternational Conference on Machine Learning · 2025 · main

LMRL Gym: Benchmarks for Multi-Turn Reinforcement Learning with Language Models

Marwa Abdulhai, Isadora White, Charlie Victor Snell +5 authors

Marwa Abdulhai, Isadora White, Charlie Victor Snell, Charles Sun, Joey Hong, Yuexiang Zhai, Kelvin Xu, Sergey Levine

Published online: 2025-10-06

Proceedings published

Original record ↗1 publication record · History →

conferenceInternational Conference on Machine Learning · 2025 · main

Consensus Is All You Get: The Role of Attention in Transformers

Álvaro Rodrı́guez Abella, João Pedro Silvestre, Paulo Tabuada

Published online: 2025-10-06

Proceedings published

Original record ↗1 publication record · History →

conferenceInternational Conference on Machine Learning · 2025 · main

Lightweight Protocols for Distributed Private Quantile Estimation

Anders Aamand, Fabrizio Boninsegna, Abigail Gentle +2 authors

Anders Aamand, Fabrizio Boninsegna, Abigail Gentle, Jacob Imola, Rasmus Pagh

Published online: 2025-10-06

Proceedings published

Original record ↗1 publication record · History →

conferenceInternational Conference on Machine Learning · 2025 · main

Parameters vs FLOPs: Scaling Laws for Optimal Sparsity for Mixture-of-Experts Language Models

Samira Abnar, Harshay Shah, Dan Busbridge +3 authors

Samira Abnar, Harshay Shah, Dan Busbridge, Alaaeldin El-Nouby, Joshua M. Susskind, Vimal Thilak

Published online: 2025-10-06

Proceedings published

Original record ↗1 publication record · History →