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ICML
ICML 2023 Conference Submissions
Local Vertex Colouring Graph Neural Networks
Shouheng Li
,
Dongwoo Kim
,
Qing Wang
Published: 24 Apr 2023, Last Modified: 21 Jun 2023
ICML 2023 Poster
Readers:
Everyone
The Flan Collection: Designing Data and Methods for Effective Instruction Tuning
Shayne Longpre
,
Le Hou
,
Tu Vu
,
Albert Webson
,
Hyung Won Chung
,
Yi Tay
,
Denny Zhou
,
Quoc V Le
,
Barret Zoph
,
Jason Wei
,
Adam Roberts
Published: 24 Apr 2023, Last Modified: 15 Jun 2023
ICML 2023 Poster
Readers:
Everyone
Weighted Flow Diffusion for Local Graph Clustering with Node Attributes: an Algorithm and Statistical Guarantees
Shenghao Yang
,
Kimon Fountoulakis
Published: 24 Apr 2023, Last Modified: 15 Jun 2023
ICML 2023 OralPoster
Readers:
Everyone
Diffusion Models for Black-Box Optimization
Siddarth Krishnamoorthy
,
Satvik Mehul Mashkaria
,
Aditya Grover
Published: 24 Apr 2023, Last Modified: 15 Jun 2023
ICML 2023 Poster
Readers:
Everyone
NUNO: A General Framework for Learning Parametric PDEs with Non-Uniform Data
Songming Liu
,
Zhongkai Hao
,
Chengyang Ying
,
Hang Su
,
Ze Cheng
,
Jun Zhu
Published: 24 Apr 2023, Last Modified: 15 Jun 2023
ICML 2023 Poster
Readers:
Everyone
Unit Scaling: Out-of-the-Box Low-Precision Training
Charlie Blake
,
Douglas Orr
,
Carlo Luschi
Published: 24 Apr 2023, Last Modified: 15 Jun 2023
ICML 2023 Poster
Readers:
Everyone
Representation Learning with Multi-Step Inverse Kinematics: An Efficient and Optimal Approach to Rich-Observation RL
Zakaria Mhammedi
,
Dylan J Foster
,
Alexander Rakhlin
Published: 24 Apr 2023, Last Modified: 15 Jun 2023
ICML 2023 OralPoster
Readers:
Everyone
Tighter Information-Theoretic Generalization Bounds from Supersamples
Ziqiao Wang
,
Yongyi Mao
Published: 24 Apr 2023, Last Modified: 15 Jun 2023
ICML 2023 OralPoster
Readers:
Everyone
Polarity Is All You Need to Learn and Transfer Faster
Qingyang Wang
,
Michael Alan Powell
,
Eric W Bridgeford
,
Ali Geisa
,
Joshua T Vogelstein
Published: 24 Apr 2023, Last Modified: 21 Jun 2023
ICML 2023 Poster
Readers:
Everyone
Training-Free Neural Active Learning with Initialization-Robustness Guarantees
Apivich Hemachandra
,
Zhongxiang Dai
,
Jasraj Singh
,
See-Kiong Ng
,
Bryan Kian Hsiang Low
Published: 24 Apr 2023, Last Modified: 15 Jun 2023
ICML 2023 Poster
Readers:
Everyone
Generative Decoding of Visual Stimuli
Eleni Miliotou
,
Panagiotis Kyriakis
,
Jason D Hinman
,
Andrei Irimia
,
Paul Bogdan
Published: 24 Apr 2023, Last Modified: 21 Jun 2023
ICML 2023 Poster
Readers:
Everyone
Forget Unlearning: Towards True Data-Deletion in Machine Learning
Rishav Chourasia
,
Neil Shah
Published: 24 Apr 2023, Last Modified: 15 Jun 2023
ICML 2023 Poster
Readers:
Everyone
Learning Rate Schedules in the Presence of Distribution Shift
Matthew Fahrbach
,
Adel Javanmard
,
Vahab Mirrokni
,
Pratik Worah
Published: 24 Apr 2023, Last Modified: 15 Jun 2023
ICML 2023 Poster
Readers:
Everyone
Extending Conformal Prediction to Hidden Markov Models with Exact Validity via de Finetti's Theorem for Markov Chains
Buddhika Nettasinghe
,
Samrat Chatterjee
,
Ramakrishna Tipireddy
,
Mahantesh M Halappanavar
Published: 24 Apr 2023, Last Modified: 15 Jun 2023
ICML 2023 Poster
Readers:
Everyone
Gradient Descent Converges Linearly for Logistic Regression on Separable Data
Kyriakos Axiotis
,
Maxim Sviridenko
Published: 24 Apr 2023, Last Modified: 15 Jun 2023
ICML 2023 Poster
Readers:
Everyone
Approximate Stein Classes for Truncated Density Estimation
Daniel James Williams
,
Song Liu
Published: 24 Apr 2023, Last Modified: 15 Jun 2023
ICML 2023 Poster
Readers:
Everyone
Pareto Manifold Learning: Tackling multiple tasks via ensembles of single-task models
Nikolaos Dimitriadis
,
Pascal Frossard
,
François Fleuret
Published: 24 Apr 2023, Last Modified: 21 Jun 2023
ICML 2023 Poster
Readers:
Everyone
Mitigating Propagation Failures in Physics-informed Neural Networks using Retain-Resample-Release (R3) Sampling
Arka Daw
,
Jie Bu
,
Sifan Wang
,
Paris Perdikaris
,
Anuj Karpatne
Published: 24 Apr 2023, Last Modified: 21 Jun 2023
ICML 2023 Poster
Readers:
Everyone
DualHSIC: HSIC-Bottleneck and Alignment for Continual Learning
Zifeng Wang
,
Zheng Zhan
,
Yifan Gong
,
Yucai Shao
,
Stratis Ioannidis
,
Yanzhi Wang
,
Jennifer Dy
Published: 24 Apr 2023, Last Modified: 15 Jun 2023
ICML 2023 Poster
Readers:
Everyone
Certifying Ensembles: A General Certification Theory with S-Lipschitzness
Aleksandar Petrov
,
Francisco Eiras
,
Amartya Sanyal
,
Philip Torr
,
Adel Bibi
Published: 24 Apr 2023, Last Modified: 15 Jun 2023
ICML 2023 Poster
Readers:
Everyone
Regions of Reliability in the Evaluation of Multivariate Probabilistic Forecasts
Étienne Marcotte
,
Valentina Zantedeschi
,
Alexandre Drouin
,
Nicolas Chapados
Published: 24 Apr 2023, Last Modified: 15 Jun 2023
ICML 2023 Poster
Readers:
Everyone
AbODE: Ab initio antibody design using conjoined ODEs
Yogesh Verma
,
Markus Heinonen
,
Vikas Garg
Published: 24 Apr 2023, Last Modified: 15 Jun 2023
ICML 2023 Poster
Readers:
Everyone
TGRL: An Algorithm for Teacher Guided Reinforcement Learning
Idan Shenfeld
,
Zhang-Wei Hong
,
Aviv Tamar
,
Pulkit Agrawal
Published: 24 Apr 2023, Last Modified: 06 Jul 2023
ICML 2023 Poster
Readers:
Everyone
Learning-augmented private algorithms for multiple quantile release
Mikhail Khodak
,
Kareem Amin
,
Travis Dick
,
Sergei Vassilvitskii
Published: 24 Apr 2023, Last Modified: 15 Jun 2023
ICML 2023 Poster
Readers:
Everyone
Adaptively Weighted Data Augmentation Consistency Regularization for Robust Optimization under Concept Shift
Yijun Dong
,
Yuege Xie
,
Rachel Ward
Published: 24 Apr 2023, Last Modified: 15 Jun 2023
ICML 2023 Poster
Readers:
Everyone
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