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ICML 2025 Conference Submissions
Exogenous Isomorphism for Counterfactual Identifiability
Yikang Chen
,
Dehui du
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 spotlightposter
Readers:
Everyone
Diffusion models for Gaussian distributions: Exact solutions and Wasserstein errors
Emile Pierret
,
Bruno Galerne
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation
Yiming Yang
,
Xiaoyuan Cheng
,
Daniel Giles
,
Sibo Cheng
,
Yi He
,
Xiao Xue
,
Boli Chen
,
Yukun Hu
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Maximum Total Correlation Reinforcement Learning
Bang You
,
Puze Liu
,
Huaping Liu
,
Jan Peters
,
Oleg Arenz
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Relational Conformal Prediction for Correlated Time Series
Andrea Cini
,
Alexander Jenkins
,
Danilo Mandic
,
Cesare Alippi
,
Filippo Maria Bianchi
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Beyond Communication Overhead: A Multilevel Monte Carlo Approach for Mitigating Compression Bias in Distributed Learning
Ze'ev Zukerman
,
Bassel Hamoud
,
Kfir Yehuda Levy
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
ATA: Adaptive Task Allocation for Efficient Resource Management in Distributed Machine Learning
Arto Maranjyan
,
El Mehdi Saad
,
Peter Richtárik
,
Francesco Orabona
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Dynamic Similarity Graph Construction with Kernel Density Estimation
Steinar Laenen
,
Peter Macgregor
,
He Sun
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Jacobian Sparse Autoencoders: Sparsify Computations, Not Just Activations
Lucy Farnik
,
Tim Lawson
,
Conor Houghton
,
Laurence Aitchison
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
One-Step Generalization Ratio Guided Optimization for Domain Generalization
Sumin Cho
,
Dongwon Kim
,
Kwangsu Kim
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 oral
Readers:
Everyone
Predicting the Susceptibility of Examples to Catastrophic Forgetting
Guy Hacohen
,
Tinne Tuytelaars
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Penalizing Infeasible Actions and Reward Scaling in Reinforcement Learning with Offline Data
Jeonghye Kim
,
Yongjae Shin
,
Whiyoung Jung
,
Sunghoon Hong
,
Deunsol Yoon
,
Youngchul Sung
,
Kanghoon Lee
,
Woohyung Lim
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 spotlightposter
Readers:
Everyone
Enhancing Adversarial Robustness with Conformal Prediction: A Framework for Guaranteed Model Reliability
Jie Bao
,
Chuangyin Dang
,
Rui Luo
,
Hanwei Zhang
,
Zhixin Zhou
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Are Large Brainwave Foundation Models Capable Yet ? Insights from Fine-Tuning
Na Lee
,
Konstantinos Barmpas
,
Yannis Panagakis
,
Dimitrios Adamos
,
Nikolaos Laskaris
,
Stefanos Zafeiriou
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Exploiting Presentative Feature Distributions for Parameter-Efficient Continual Learning of Large Language Models
Xin Cheng
,
Jiabo Ye
,
Haiyang Xu
,
Ming Yan
,
Ji Zhang
,
Feng Liu
,
Fei Huang
,
Lei Feng
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
☕ Decaf: A Deconfounding Causal Generative Model
Alejandro Almodóvar
,
Adrián Javaloy
,
Juan Parras
,
Santiago Zazo
,
Isabel Valera
23 Jan 2025 (modified: 18 Jun 2025)
Submitted to ICML 2025
Readers:
Everyone
An Efficient Search-and-Score Algorithm for Ancestral Graphs using Multivariate Information Scores for Complex Non-linear and Categorical Data
Nikita Lagrange
,
Herve Isambert
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
MERGE$^3$: Efficient Evolutionary Merging on Consumer-grade GPUs
Tommaso Mencattini
,
Robert Adrian Minut
,
Donato Crisostomi
,
Andrea Santilli
,
Emanuele Rodolà
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Soft Reasoning: Navigating Solution Spaces in Large Language Models through Controlled Embedding Exploration
Qinglin Zhu
,
Runcong Zhao
,
Hanqi Yan
,
Yulan He
,
Yudong Chen
,
Lin Gui
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 spotlightposter
Readers:
Everyone
EvoPress: Accurate Dynamic Model Compression via Evolutionary Search
Oliver Sieberling
,
Denis Kuznedelev
,
Eldar Kurtic
,
Dan Alistarh
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Scalable Sobolev IPM for Probability Measures on a Graph
Tam Le
,
Truyen Nguyen
,
Hideitsu Hino
,
Kenji Fukumizu
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
scSSL-Bench: Benchmarking Self-Supervised Learning for Single-Cell Data
Olga Ovcharenko
,
Florian Barkmann
,
Philip Toma
,
Imant Daunhawer
,
Julia E Vogt
,
Sebastian Schelter
,
Valentina Boeva
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 spotlightposter
Readers:
Everyone
Learning Single Index Models with Diffusion Priors
Anqi Tang
,
Youming Chen
,
Shuchen Xue
,
Zhaoqiang Liu
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Learning Utilities from Demonstrations in Markov Decision Processes
Filippo Lazzati
,
Alberto Maria Metelli
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Finding Wasserstein Ball Center: Efficient Algorithm and The Applications in Fairness
Yuntao Wang
,
Yuxuan Li
,
Qingyuan Yang
,
Hu Ding
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
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