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122 Results
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Workshop
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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 |
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Workshop
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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 |
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Poster
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Tue 8:45 |
KuaiSim: A Comprehensive Simulator for Recommender Systems Kesen Zhao · Shuchang Liu · Qingpeng Cai · Xiangyu Zhao · Ziru Liu · Dong Zheng · Peng Jiang · Kun Gai |
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Poster
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Thu 8:45 |
Incentivizing Honesty among Competitors in Collaborative Learning and Optimization Florian E. Dorner · Nikola Konstantinov · Georgi Pashaliev · Martin Vechev |
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Poster
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Thu 8:45 |
Unified Embedding: Battle-Tested Feature Representations for Web-Scale ML Systems Benjamin Coleman · Wang-Cheng Kang · Matthew Fahrbach · Ruoxi Wang · Lichan Hong · Ed Chi · Derek Cheng |
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Workshop
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Causal Influence Aware Counterfactual Data Augmentation Núria Armengol Urpí · Georg Martius |
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Poster
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Thu 8:45 |
Causal de Finetti: On the Identification of Invariant Causal Structure in Exchangeable Data Siyuan Guo · Viktor Toth · Bernhard Schölkopf · Ferenc Huszar |
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Poster
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Cross-modal Active Complementary Learning with Self-refining Correspondence Yang Qin · Yuan Sun · Dezhong Peng · Joey Tianyi Zhou · Xi Peng · Peng Hu |
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Workshop
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Can semi-supervised learning use all the data effectively? A lower bound perspective Alexandru Tifrea · Gizem Yüce · Amartya Sanyal · Fanny Yang |
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Poster
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Tue 15:15 |
Data-driven Optimal Filtering for Linear Systems with Unknown Noise Covariances Shahriar Talebi · Amirhossein Taghvaei · Mehran Mesbahi |
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Workshop
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Sat 6:15 |
Intrinsically Motivated Open-ended Learning (IMOL) Workshop Cédric Colas · Laetitia Teodorescu · Nadia Ady · Cansu Sancaktar · Junyi Chu |
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Workshop
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Learning Endogenous Representation in Reinforcement Learning via Advantage Estimation Hsiao-Ru Pan · Bernhard Schölkopf |