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ICML 2024 Conference Submissions
Trust Regions for Explanations via Black-Box Probabilistic Certification
Amit Dhurandhar
,
Swagatam Haldar
,
Dennis Wei
,
Karthikeyan Natesan Ramamurthy
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Variational Schrödinger Diffusion Models
Wei Deng
,
Weijian Luo
,
Yixin Tan
,
Marin Biloš
,
Yu Chen
,
Yuriy Nevmyvaka
,
Ricky T. Q. Chen
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Causal Bandits: The Pareto Optimal Frontier of Adaptivity, a Reduction to Linear Bandits, and Limitations around Unknown Marginals
Ziyi Liu
,
Idan Attias
,
Daniel M. Roy
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Minimally Modifying a Markov Game to Achieve Any Nash Equilibrium and Value
Young Wu
,
Jeremy McMahan
,
Yiding Chen
,
Yudong Chen
,
Jerry Zhu
,
Qiaomin Xie
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Information Complexity of Stochastic Convex Optimization: Applications to Generalization, Memorization, and Tracing
Idan Attias
,
Gintare Karolina Dziugaite
,
Mahdi Haghifam
,
Roi Livni
,
Daniel M. Roy
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Oral
Readers:
Everyone
Learning Universal Predictors
Jordi Grau-Moya
,
Tim Genewein
,
Marcus Hutter
,
Laurent Orseau
,
Gregoire Deletang
,
Elliot Catt
,
Anian Ruoss
,
Li Kevin Wenliang
,
Christopher Mattern
,
Matthew Aitchison
,
Joel Veness
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Inferring Change Points in High-Dimensional Linear Regression via Approximate Message Passing
Gabriel Arpino
,
Xiaoqi Liu
,
Ramji Venkataramanan
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
The Perception-Robustness Tradeoff in Deterministic Image Restoration
Guy Ohayon
,
Tomer Michaeli
,
Michael Elad
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Spotlight
Readers:
Everyone
Dynamic Survival Analysis with Controlled Latent States
Linus Bleistein
,
Van Tuan NGUYEN
,
Adeline Fermanian
,
Agathe Guilloux
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Regularized Q-learning through Robust Averaging
Peter Schmitt-Förster
,
Tobias Sutter
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
The Benefits of Reusing Batches for Gradient Descent in Two-Layer Networks: Breaking the Curse of Information and Leap Exponents
Yatin Dandi
,
Emanuele Troiani
,
Luca Arnaboldi
,
Luca Pesce
,
Lenka Zdeborova
,
Florent Krzakala
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Sliced-Wasserstein Estimation with Spherical Harmonics as Control Variates
Rémi Leluc
,
Aymeric Dieuleveut
,
François Portier
,
Johan Segers
,
Aigerim Zhuman
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Efficient Black-box Adversarial Attacks via Bayesian Optimization Guided by a Function Prior
Shuyu Cheng
,
Yibo Miao
,
Yinpeng Dong
,
Xiao Yang
,
Xiao-Shan Gao
,
Jun Zhu
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
FedLMT: Tackling System Heterogeneity of Federated Learning via Low-Rank Model Training with Theoretical Guarantees
Jiahao Liu
,
Yipeng Zhou
,
Di Wu
,
Miao Hu
,
Mohsen Guizani
,
Quan Z. Sheng
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Integrating Multimodal Data for Joint Generative Modeling of Complex Dynamics
Manuel Brenner
,
Florian Hess
,
Georgia Koppe
,
Daniel Durstewitz
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Efficient Mixture Learning in Black-Box Variational Inference
Alexandra Hotti
,
Oskar Kviman
,
Ricky Molén
,
Víctor Elvira
,
Jens Lagergren
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Stacking Deep Set Networks and Pooling by Quantiles
Zhuojun Chen
,
Xinghua Zhu
,
Dongzhe Su
,
Justin C. I. CHUANG
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
An Unsupervised Approach for Periodic Source Detection in Time Series
Berken Utku Demirel
,
Christian Holz
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
On the Nonlinearity of Layer Normalization
Yunhao Ni
,
Yuxin Guo
,
Junlong Jia
,
Lei Huang
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Towards efficient deep spiking neural networks construction with spiking activity based pruning
Yaxin Li
,
Qi Xu
,
Jiangrong Shen
,
Hongming Xu
,
Long Chen
,
Gang Pan
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
EE-LLM: Large-Scale Training and Inference of Early-Exit Large Language Models with 3D Parallelism
Yanxi Chen
,
Xuchen Pan
,
Yaliang Li
,
Bolin Ding
,
Jingren Zhou
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
PruNeRF: Segment-Centric Dataset Pruning via 3D Spatial Consistency
Yeonsung Jung
,
Heecheol Yun
,
Joonhyung Park
,
Jin-Hwa Kim
,
Eunho Yang
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Confronting Reward Overoptimization for Diffusion Models: A Perspective of Inductive and Primacy Biases
Ziyi Zhang
,
Sen Zhang
,
Yibing Zhan
,
Yong Luo
,
Yonggang Wen
,
Dacheng Tao
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
Sparse is Enough in Fine-tuning Pre-trained Large Language Models
Weixi Song
,
Zuchao Li
,
Lefei Zhang
,
hai zhao
,
Bo Du
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Spotlight
Readers:
Everyone
Positive and Unlabeled Learning with Controlled Probability Boundary Fence
Changchun Li
,
Yuanchao Dai
,
Lei Feng
,
Ximing Li
,
Bing Wang
,
Jihong Ouyang
Published: 02 May 2024, Last Modified: 25 Jun 2024
ICML 2024 Poster
Readers:
Everyone
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