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ICML 2024 Conference Submissions
How Deep Do We Need: Accelerating Training and Inference of Neural ODEs via Control Perspective
Keyan Miao
,
Konstantinos Gatsis
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Tandem Transformers for Inference Efficient LLMs
Aishwarya P S
,
Pranav Ajit Nair
,
Yashas Samaga B L
,
Toby James Boyd
,
Sanjiv Kumar
,
Prateek Jain
,
Praneeth Netrapalli
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Physics and Lie symmetry informed Gaussian processes
David Dalton
,
Dirk Husmeier
,
Hao Gao
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Graph Structure Extrapolation for Out-of-Distribution Generalization
Xiner Li
,
Shurui Gui
,
Youzhi Luo
,
Shuiwang Ji
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Should we be going MAD? A Look at Multi-Agent Debate Strategies for LLMs
Andries Petrus Smit
,
Nathan Grinsztajn
,
Paul Duckworth
,
Thomas D Barrett
,
Arnu Pretorius
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Evaluation of LLMs on Syntax-Aware Code Fill-in-the-Middle Tasks
Linyuan Gong
,
Sida Wang
,
Mostafa Elhoushi
,
Alvin Cheung
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Oral
Readers:
Everyone
Optimal Transport for Structure Learning Under Missing Data
Vy Vo
,
He Zhao
,
Trung Le
,
Edwin V. Bonilla
,
Dinh Phung
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
A3S: A General Active Clustering Method with Pairwise Constraints
Xun Deng
,
Junlong Liu
,
Han Zhong
,
Fuli Feng
,
Chen Shen
,
Xiangnan He
,
Jieping Ye
,
Zheng Wang
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Deep Regression Representation Learning with Topology
Shihao Zhang
,
Kenji Kawaguchi
,
Angela Yao
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Rethinking Momentum Knowledge Distillation in Online Continual Learning
Nicolas Michel
,
Maorong Wang
,
Ling Xiao
,
Toshihiko Yamasaki
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Learning-Efficient Yet Generalizable Collaborative Filtering for Item Recommendation
Yuanhao Pu
,
Xiaolong Chen
,
Xu Huang
,
Jin Chen
,
Defu Lian
,
Enhong Chen
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
SelMatch: Effectively Scaling Up Dataset Distillation via Selection-Based Initialization and Partial Updates by Trajectory Matching
Yongmin Lee
,
Hye Won Chung
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Reinforcement Learning and Regret Bounds for Admission Control
Lucas Weber
,
Ana Busic
,
Jiamin Zhu
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
AST-T5: Structure-Aware Pretraining for Code Generation and Understanding
Linyuan Gong
,
Mostafa Elhoushi
,
Alvin Cheung
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Complexity Matters: Feature Learning in the Presence of Spurious Correlations
GuanWen Qiu
,
Da Kuang
,
Surbhi Goel
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Is Epistemic Uncertainty Faithfully Represented by Evidential Deep Learning Methods?
Mira Juergens
,
Nis Meinert
,
Viktor Bengs
,
Eyke Hüllermeier
,
Willem Waegeman
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
State-Free Inference of State-Space Models: The *Transfer Function* Approach
Rom Parnichkun
,
Stefano Massaroli
,
Alessandro Moro
,
Jimmy T.H. Smith
,
Ramin Hasani
,
Mathias Lechner
,
Qi An
,
Christopher Re
,
Hajime Asama
,
Stefano Ermon
,
Taiji Suzuki
,
Michael Poli
,
Atsushi Yamashita
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Understanding Heterophily for Graph Neural Networks
Junfu Wang
,
Yuanfang Guo
,
Liang Yang
,
Yunhong Wang
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Mitigating Catastrophic Forgetting in Online Continual Learning by Modeling Previous Task Interrelations via Pareto Optimization
Yichen Wu
,
Hong Wang
,
Peilin Zhao
,
Yefeng Zheng
,
Ying Wei
,
Long-Kai Huang
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Implicit Bias of Policy Gradient in Linear Quadratic Control: Extrapolation to Unseen Initial States
Noam Razin
,
Yotam Alexander
,
Edo Cohen-Karlik
,
Raja Giryes
,
Amir Globerson
,
Nadav Cohen
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
On the Hardness of Probabilistic Neurosymbolic Learning
Jaron Maene
,
Vincent Derkinderen
,
Luc De Raedt
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Neural Collapse in Multi-label Learning with Pick-all-label Loss
Pengyu Li
,
Xiao Li
,
Yutong Wang
,
Qing Qu
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Error Feedback Can Accurately Compress Preconditioners
Ionut-Vlad Modoranu
,
Aleksei Kalinov
,
Eldar Kurtic
,
Elias Frantar
,
Dan Alistarh
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
CARTE: Pretraining and Transfer for Tabular Learning
Myung Jun Kim
,
Leo Grinsztajn
,
Gael Varoquaux
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
On the Recoverability of Causal Relations from Temporally Aggregated I.I.D. Data
Shunxing Fan
,
Mingming Gong
,
Kun Zhang
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
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