|
Workshop
|
Sat 7:35
|
Machine-learning, distribution shifts and extrapolation in the Earth System
Markus Reichstein
|
|
|
Poster
|
Tue 9:00
|
Censored Quantile Regression Neural Networks for Distribution-Free Survival Analysis
Tim Pearce · Jong-Hyeon Jeong · yichen jia · Jun Zhu
|
|
|
Workshop
|
Sat 10:30
|
Federated Learning for Appearance-based Gaze Estimation in the Wild
Mayar Elfares · Zhiming Hu · Pascal Reisert · Andreas Bulling · Ralf Küsters
|
|
|
Workshop
|
|
Empirical Study on Optimizer Selection for Out-of-Distribution Generalization
Hiroki Naganuma · Kartik Ahuja · Ioannis Mitliagkas · Shiro Takagi · Tetsuya Motokawa · Rio Yokota · Kohta Ishikawa · Ikuro Sato
|
|
|
Workshop
|
|
Fine-grain Inference on Out-of-Distribution Data with Hierarchical Classification
Randolph Linderman · Jingyang Zhang · Nathan Inkawhich · Hai Li · Yiran Chen
|
|
|
Workshop
|
|
Convergence of score-based generative modeling for general data distributions
Holden Lee · Jianfeng Lu · Yixin Tan
|
|
|
Workshop
|
|
How Small Amount of Data Sharing Benefits Higher-Order Distributed Optimization and Learning
Mingxi Zhu · Yinyu Ye
|
|
|
Poster
|
|
Escaping Saddle Points with Bias-Variance Reduced Local Perturbed SGD for Communication Efficient Nonconvex Distributed Learning
Tomoya Murata · Taiji Suzuki
|
|
|
Workshop
|
|
An Empirical Study on Distribution Shift Robustness From the Perspective of Pre-Training and Data Augmentation
Ziquan Liu · Yi Xu · Yuanhong Xu · Qi Qian · Hao Li · Rong Jin · Xiangyang Ji · Antoni Chan
|
|
|
Workshop
|
|
Extracting Structural Motifs from Pair Distribution Function Data of Nanostructures using Explainable Machine Learning
Andy S. Anker · Emil Thyge Skaaning Kjær · Mikkel Juelsholt · Troels Christiansen · Susanne Skjærvø · Mads Jørgensen · Innokenty Kantor · Daniel Sørensen · Simon J. L. Billinge · Raghavendra Selvan · Kirsten Jensen
|
|
|
Poster
|
Thu 14:00
|
Optimal Gradient Sliding and its Application to Optimal Distributed Optimization Under Similarity
Dmitry Kovalev · Aleksandr Beznosikov · Ekaterina Borodich · Alexander Gasnikov · Gesualdo Scutari
|
|
|
Poster
|
Thu 14:00
|
MEMO: Test Time Robustness via Adaptation and Augmentation
Marvin Zhang · Sergey Levine · Chelsea Finn
|
|
