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ICML 2025 Conference Submissions
Polynomial-Time Approximability of Constrained Reinforcement Learning
Jeremy McMahan
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Self-Improving Transformers Overcome Easy-to-Hard and Length Generalization Challenges
Nayoung Lee
,
Ziyang Cai
,
Avi Schwarzschild
,
Kangwook Lee
,
Dimitris Papailiopoulos
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Set Valued Predictions For Robust Domain Generalization
Ron Tsibulsky
,
Daniel Nevo
,
Uri Shalit
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Hidden No More: Attacking and Defending Private Third-Party LLM Inference
Rahul Krishna Thomas
,
Louai Zahran
,
Erica Choi
,
Akilesh Potti
,
Micah Goldblum
,
Arka Pal
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Mixed Likelihood Variational Gaussian Processes
Kaiwen Wu
,
Craig Sanders
,
Benjamin Letham
,
Phillip Guan
23 Jan 2025 (modified: 18 Jun 2025)
Submitted to ICML 2025
Readers:
Everyone
Compositional Causal Reasoning Evaluation in Language Models
Jacqueline R. M. A. Maasch
,
Alihan Hüyük
,
Xinnuo Xu
,
Aditya V. Nori
,
Javier Gonzalez
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Mahalanobis++: Improving OOD Detection via Feature Normalization
Maximilian Müller
,
Matthias Hein
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Underestimated Privacy Risks for Minority Populations in Large Language Model Unlearning
Rongzhe Wei
,
Mufei Li
,
Mohsen Ghassemi
,
Eleonora Kreacic
,
Yifan Li
,
Xiang Yue
,
Bo Li
,
Vamsi K. Potluru
,
Pan Li
,
Eli Chien
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Selective Preference Aggregation
Shreyas Kadekodi
,
Hayden McTavish
,
Berk Ustun
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
How Transformers Learn Regular Language Recognition: A Theoretical Study on Training Dynamics and Implicit Bias
Ruiquan Huang
,
Yingbin Liang
,
Jing Yang
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
A General Representation-Based Approach to Multi-Source Domain Adaptation
Ignavier Ng
,
Yan Li
,
Zijian Li
,
Yujia Zheng
,
Guangyi Chen
,
Kun Zhang
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Do We Need to Verify Step by Step? Rethinking Process Supervision from a Theoretical Perspective
Zeyu Jia
,
Alexander Rakhlin
,
Tengyang Xie
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Generalists vs. Specialists: Evaluating LLMs on Highly-Constrained Biophysical Sequence Optimization Tasks
Angelica Chen
,
Samuel Don Stanton
,
Frances Ding
,
Robert G Alberstein
,
Andrew Martin Watkins
,
Richard Bonneau
,
Vladimir Gligorijevic
,
Kyunghyun Cho
,
Nathan C. Frey
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Benefits of Early Stopping in Gradient Descent for Overparameterized Logistic Regression
Jingfeng Wu
,
Peter Bartlett
,
Matus Telgarsky
,
Bin Yu
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Aligning Spoken Dialogue Models from User Interactions
Anne Wu
,
Laurent Mazaré
,
Neil Zeghidour
,
Alexandre Défossez
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Since Faithfulness Fails: The Performance Limits of Neural Causal Discovery
Mateusz Olko
,
Mateusz Gajewski
,
Joanna Wojciechowska
,
Mikołaj Morzy
,
Piotr Sankowski
,
Piotr Miłoś
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
FSL-SAGE: Accelerating Federated Split Learning via Smashed Activation Gradient Estimation
Srijith Nair
,
Michael Lin
,
Peizhong Ju
,
Amirreza Talebi
,
Elizabeth Serena Bentley
,
Jia Liu
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Connecting Thompson Sampling and UCB: Towards More Efficient Trade-offs Between Privacy and Regret
Bingshan Hu
,
ZHIMING HUANG
,
Tianyue H. Zhang
,
Mathias Lécuyer
,
Nidhi Hegde
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
An Architecture Search Framework for Inference-Time Techniques
Jon Saad-Falcon
,
Adrian Gamarra Lafuente
,
Shlok Natarajan
,
Nahum Maru
,
Hristo Todorov
,
Etash Kumar Guha
,
E. Kelly Buchanan
,
Mayee F Chen
,
Neel Guha
,
Christopher Re
,
Azalia Mirhoseini
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Tuning LLM Judge Design Decisions for 1/1000 of the Cost
David Salinas
,
Omar Swelam
,
Frank Hutter
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Distinguishing Cause from Effect with Causal Velocity Models
Johnny Xi
,
Hugh Dance
,
Peter Orbanz
,
Benjamin Bloem-Reddy
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Nearly Optimal Sample Complexity for Learning with Label Proportions
Robert Istvan Busa-Fekete
,
Travis Dick
,
Claudio Gentile
,
Haim Kaplan
,
Tomer Koren
,
Uri Stemmer
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Limitations of measure-first protocols in quantum machine learning
Casper Gyurik
,
Riccardo Molteni
,
Vedran Dunjko
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Actor-Critics Can Achieve Optimal Sample Efficiency
Kevin Tan
,
Wei Fan
,
Yuting Wei
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Learning Mixtures of Experts with EM: A Mirror Descent Perspective
Quentin Fruytier
,
Aryan Mokhtari
,
Sujay Sanghavi
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
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