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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

Papers per year

19883,341 peak2025

ICML papers

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

YearTitleAuthors
2025Generalization and Robustness of the Tilted Empirical Risk.Gholamali Aminian, Amir R. Asadi, Tian Li, Ahmad Beirami, Gesine Reinert, Samuel N. Cohen
2025Determinant Estimation under Memory Constraints and Neural Scaling Laws.Siavash Ameli, Chris van der Heide, Liam Hodgkinson, Fred Roosta, Michael W. Mahoney
2025Continuously Updating Digital Twins using Large Language Models.Harry Amad, Nicols Astorga, Mihaela van der Schaar
2025The Butterfly Effect: Neural Network Training Trajectories Are Highly Sensitive to Initial Conditions.Gl Sena Altintas, Devin Kwok, Colin Raffel, David Rolnick
2025Explaining the role of Intrinsic Dimensionality in Adversarial Training.Enes Altinisik, Safa Messaoud, Husrev Taha Sencar, Hassan Sajjad, Sanjay Chawla
2025Disentangling and Integrating Relational and Sensory Information in Transformer Architectures.Awni Altabaa, John Lafferty
2025Aligning Multimodal Representations through an Information Bottleneck.Antonio Almudvar, Jos Miguel Hernndez-Lobato, Sameer Khurana, Ricard Marxer, Alfonso Ortega
2025Subgroups Matter for Robust Bias Mitigation.Anissa Alloula, Charles Jones, Ben Glocker, Bartlomiej W. Papiez
2025Towards Trustworthy Federated Learning with Untrusted Participants.Youssef Allouah, Rachid Guerraoui, John Stephan
2025Direct Motion Models for Assessing Generated Videos.Kelsey R. Allen, Carl Doersch, Guangyao Zhou, Mohammed Suhail, Danny Driess, Ignacio Rocco, Yulia Rubanova, Thomas Kipf, Mehdi S. M. Sajjadi, Kevin Patrick Murphy, Joo Carreira, Sjoerd van Steenkiste
2025SITCOM: Step-wise Triple-Consistent Diffusion Sampling For Inverse Problems.Ismail Alkhouri, Shijun Liang, Cheng-Han Huang, Jimmy Dai, Qing Qu, Saiprasad Ravishankar, Rongrong Wang
2025Differentiable Quadratic Optimization For the Maximum Independent Set Problem.Ismail Alkhouri, Cedric Le Denmat, Yingjie Li, Cunxi Yu, Jia Liu, Rongrong Wang, Alvaro Velasquez
2025Prediction via Shapley Value Regression.Amr Alkhatib, Roman Bresson, Henrik Bostrm, Michalis Vazirgiannis
2025NETS: A Non-equilibrium Transport Sampler.Michael Samuel Albergo, Eric Vanden-Eijnden
2025A Tale of Two Structures: Do LLMs Capture the Fractal Complexity of Language?Ibrahim Alabdulmohsin, Andreas Peter Steiner
2025Position: Medical Large Language Model Benchmarks Should Prioritize Construct Validity.Ahmed Alaa, Thomas Hartvigsen, Niloufar Golchini, Shiladitya Dutta, Frances Dean, Inioluwa Deborah Raji, Travis Zack
2025The Surprising Effectiveness of Test-Time Training for Few-Shot Learning.Ekin Akyrek, Mehul Damani, Adam Zweiger, Linlu Qiu, Han Guo, Jyothish Pari, Yoon Kim, Jacob Andreas
2025When, Where and Why to Average Weights?Niccol Ajroldi, Antonio Orvieto, Jonas Geiping
2025Nesterov Method for Asynchronous Pipeline Parallel Optimization.Thalaiyasingam Ajanthan, Sameera Ramasinghe, Yan Zuo, Gil Avraham, Alexander Long
2025Implicit degree bias in the link prediction task.Rachith Aiyappa, Xin Wang, Munjung Kim, Ozgur Can Seckin, Yong-Yeol Ahn, Sadamori Kojaku
2025Simple Path Structural Encoding for Graph Transformers.Louis Airale, Antonio Longa, Mattia Rigon, Andrea Passerini, Roberto Passerone
2025Vision Graph Prompting via Semantic Low-Rank Decomposition.Zixiang Ai, Zichen Liu, Jiahuan Zhou
2025GAPrompt: Geometry-Aware Point Cloud Prompt for 3D Vision Model.Zixiang Ai, Zichen Liu, Yuanhang Lei, Zhenyu Cui, Xu Zou, Jiahuan Zhou
2025General framework for online-to-nonconvex conversion: Schedule-free SGD is also effective for nonconvex optimization.Kwangjun Ahn, Gagik Magakyan, Ashok Cutkosky
2025Otter: Generating Tests from Issues to Validate SWE Patches.Toufique Ahmed, Jatin Ganhotra, Rangeet Pan, Avraham Shinnar, Saurabh Sinha, Martin Hirzel
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