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310 Results
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Poster
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Tue 9:00 |
Renyi Differential Privacy of Propose-Test-Release and Applications to Private and Robust Machine Learning Jiachen T. Wang · Saeed Mahloujifar · Shouda Wang · Ruoxi Jia · Prateek Mittal |
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Poster
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Tue 9:00 |
Efficient Architecture Search for Diverse Tasks Junhong Shen · Misha Khodak · Ameet Talwalkar |
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Poster
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Tue 9:00 |
Convexity Certificates from Hessians Julien Klaus · Niklas Merk · Konstantin Wiedom · Sören Laue · Joachim Giesen |
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Poster
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Tue 14:00 |
What's the Harm? Sharp Bounds on the Fraction Negatively Affected by Treatment Nathan Kallus |
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Poster
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Wed 14:00 |
Finding Naturally Occurring Physical Backdoors in Image Datasets Emily Wenger · Roma Bhattacharjee · Arjun Nitin Bhagoji · Josephine Passananti · Emilio Andere · Heather Zheng · Ben Zhao |
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Poster
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Thu 14:00 |
Black-box coreset variational inference Dionysis Manousakas · Hippolyt Ritter · Theofanis Karaletsos |
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Tutorial
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Mon 14:00 |
Creative Culture and Machine Learning Negar Rostamzadeh · Cheng-Zhi Anna Huang · Mark Riedl |
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Poster
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Wed 9:00 |
Machine Learning on Graphs: A Model and Comprehensive Taxonomy Ines Chami · Sami Abu-El-Haija · Bryan Perozzi · Christopher Ré · Kevin Murphy |
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Poster
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Thu 14:00 |
NeurOLight: A Physics-Agnostic Neural Operator Enabling Parametric Photonic Device Simulation Jiaqi Gu · Zhengqi Gao · Chenghao Feng · Hanqing Zhu · Ray Chen · Duane Boning · David Pan |
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Poster
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Thu 9:00 |
A Mean-Field Game Approach to Cloud Resource Management with Function Approximation Weichao Mao · Haoran Qiu · Chen Wang · Hubertus Franke · Zbigniew Kalbarczyk · Ravishankar Iyer · Tamer Basar |
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Tutorial
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Mon 14:00 |
Data Compression with Machine Learning Karen Ullrich · Yibo Yang · Stephan Mandt |
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Poster
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Nonnegative Tensor Completion via Integer Optimization Caleb Bugg · Chen Chen · Anil Aswani |