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ICML 2024 Conference Submissions
An Empirical Examination of Balancing Strategy for Counterfactual Estimation on Time Series
Qiang Huang
,
Chuizheng Meng
,
Defu Cao
,
Biwei Huang
,
Yi Chang
,
Yan Liu
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Codebook Features: Sparse and Discrete Interpretability for Neural Networks
Alex Tamkin
,
Mohammad Taufeeque
,
Noah Goodman
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Revisit the Essence of Distilling Knowledge through Calibration
Wen-Shu Fan
,
Su Lu
,
Xin-Chun Li
,
De-Chuan Zhan
,
Le Gan
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Fine-grained Classes and How to Find Them
Matej Grcic
,
Artyom Gadetsky
,
Maria Brbic
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
GliDe with a CaPE: A Low-Hassle Method to Accelerate Speculative Decoding
Cunxiao Du
,
Jing Jiang
,
Xu Yuanchen
,
Jiawei Wu
,
Sicheng Yu
,
Yongqi Li
,
Shenggui Li
,
Kai Xu
,
Liqiang Nie
,
Zhaopeng Tu
,
Yang You
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Offline Transition Modeling via Contrastive Energy Learning
Ruifeng Chen
,
Chengxing Jia
,
Zefang Huang
,
Tian-Shuo Liu
,
Xu-Hui Liu
,
Yang Yu
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Model-based Reinforcement Learning for Confounded POMDPs
Mao Hong
,
Zhengling Qi
,
Yanxun Xu
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Enhancing Class-Imbalanced Learning with Pre-Trained Guidance through Class-Conditional Knowledge Distillation
Lan Li
,
Xin-Chun Li
,
Han-Jia Ye
,
De-Chuan Zhan
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
BiE: Bi-Exponent Block Floating-Point for Large Language Models Quantization
Lancheng Zou
,
Wenqian Zhao
,
Shuo Yin
,
Chen Bai
,
Qi Sun
,
Bei Yu
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Position: Automatic Environment Shaping is the Next Frontier in RL
Younghyo Park
,
Gabriel B. Margolis
,
Pulkit Agrawal
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Oral
Readers:
Everyone
Online Matching with Stochastic Rewards: Provable Better Bound via Adversarial Reinforcement Learning
Qiankun Zhang
,
Aocheng Shen
,
Boyu Zhang
,
Hanrui Jiang
,
Bingqian Du
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Oral
Readers:
Everyone
On the Unexpected Effectiveness of Reinforcement Learning for Sequential Recommendation
Álvaro Labarca Silva
,
Denis Parra
,
Rodrigo Toro Icarte
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Quantum Positional Encodings for Graph Neural Networks
Slimane Thabet
,
Mehdi Djellabi
,
Igor Olegovich Sokolov
,
Sachin Kasture
,
Louis-Paul Henry
,
Loic Henriet
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Diffuse, Sample, Project: Plug-And-Play Controllable Graph Generation
Kartik Sharma
,
Srijan Kumar
,
Rakshit Trivedi
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Position: Cracking the Code of Cascading Disparity Towards Marginalized Communities
Golnoosh Farnadi
,
Mohammad Havaei
,
Negar Rostamzadeh
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Jetfire: Efficient and Accurate Transformer Pretraining with INT8 Data Flow and Per-Block Quantization
Haocheng Xi
,
Yuxiang Chen
,
Kang Zhao
,
KAI JUN TEH
,
Jianfei Chen
,
Jun Zhu
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Spotlight
Readers:
Everyone
Guarantees for Nonlinear Representation Learning: Non-identical Covariates, Dependent Data, Fewer Samples
Thomas TCK Zhang
,
Bruce D Lee
,
Ingvar Ziemann
,
George J. Pappas
,
Nikolai Matni
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Towards General Algorithm Discovery for Combinatorial Optimization: Learning Symbolic Branching Policy from Bipartite Graph
Yufei Kuang
,
Jie Wang
,
Yuyan Zhou
,
Xijun Li
,
Fangzhou Zhu
,
Jianye HAO
,
Feng Wu
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Online Learning with Bounded Recall
Jon Schneider
,
Kiran Vodrahalli
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
The Expressive Power of Path-Based Graph Neural Networks
Caterina Graziani
,
Tamara Drucks
,
Fabian Jogl
,
Monica Bianchini
,
franco scarselli
,
Thomas Gärtner
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
OT-CLIP: Understanding and Generalizing CLIP via Optimal Transport
Liangliang Shi
,
Jack Fan
,
Junchi Yan
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Position: Beyond Personhood: Agency, Accountability, and the Limits of Anthropomorphic Ethical Analysis
Jessica Dai
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Oral
Readers:
Everyone
Lessons from Generalization Error Analysis of Federated Learning: You May Communicate Less Often!
Milad Sefidgaran
,
Romain Chor
,
Abdellatif Zaidi
,
Yijun Wan
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Particle Denoising Diffusion Sampler
Angus Phillips
,
Hai-Dang Dau
,
Michael John Hutchinson
,
Valentin De Bortoli
,
George Deligiannidis
,
Arnaud Doucet
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Transformers Learn Nonlinear Features In Context: Nonconvex Mean-field Dynamics on the Attention Landscape
Juno Kim
,
Taiji Suzuki
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Oral
Readers:
Everyone
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