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Workshop
Fri 8:00 A CryoET Data Portal to Foster a Collaboration between the Machine Learning and CryoET Communities
Bridget Carragher
Poster
Tue 8:45 TRIAGE: Characterizing and auditing training data for improved regression
Nabeel Seedat · Jonathan Crabbé · Zhaozhi Qian · Mihaela van der Schaar
Poster
Wed 15:00 Tools for Verifying Neural Models' Training Data
Dami Choi · Yonadav Shavit · David Duvenaud
Affinity Workshop
Mon 13:30 Uncertainty Inclusive Contrastive Learning for Leveraging Synthetic Data
Fiona Cai
Poster
Wed 15:00 Beyond Myopia: Learning from Positive and Unlabeled Data through Holistic Predictive Trends
Wang Xinrui · Wenhai Wan · Chuanxing Geng · Shao-Yuan Li · Songcan Chen
Poster
Thu 15:00 Focus Your Attention when Few-Shot Classification
Haoqing Wang · Shibo Jie · Zhihong Deng
Poster
Wed 15:00 The s-value: evaluating stability with respect to distributional shifts
Suyash Gupta · Dominik Rothenhäusler
Workshop
Machine learning-assisted nanoscale photoelectrical sensing
Ziyan Zhu · Zhurun (Judy) Ji · Houssam Yassin · Zhi-Xun Shen · Thomas Devereaux
Workshop
Machine learning-based compression of quantum many body physics: PCA and autoencoder representation of the vertex function
Jiawei Zang · Matija Medvidović · Dominik Kiese · Domenico Di Sante · Anirvan Sengupta · Andy Millis
Workshop
On the Promise and Challenges of Foundation Models for Learning-based Cloud Systems Management
Haoran Qiu · Weichao Mao · Chen Wang · Hubertus Franke · Zbigniew Kalbarczyk · Tamer Basar · Ravishankar Iyer
Poster
Tue 8:45 Efficient Policy Adaptation with Contrastive Prompt Ensemble for Embodied Agents
wonje choi · Woo Kyung Kim · SeungHyun Kim · Honguk Woo
Workshop
On the Promise and Challenges of Foundation Models for Learning-based Cloud Systems Management
Haoran Qiu · Weichao Mao · Chen Wang · Hubertus Franke · Zbigniew Kalbarczyk · Tamer Basar · Ravishankar Iyer