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Workshop
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Explainability in Practice: Estimating Electrification Rates from Mobile Phone Data in Senegal
Laura State · Hadrien Salat · Stefania Rubrichi · Zbigniew Smoreda
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Workshop
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Evaluating the Practicality of Counterfactual Explanation
Nina Spreitzer · Hinda Haned · Ilse van der Linden
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Workshop
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Fri 1:40
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Taking federated analytics from theory to practice
Graham Cormode
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Workshop
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Fri 9:30
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Practical differential privacy
Yu-Xiang Wang
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Workshop
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Sat 13:30
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Fanny Yang: Surprising failures of standard practices in ML when the sample size is small.
Fanny Yang
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Workshop
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Sat 12:15
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Steve Keckler - Invited Talk: Applying ML to Practical System Design
Stephen Keckler
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Workshop
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Sat 7:30
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Invited Talk: Virginia Smith - Practical Approaches for Private Adaptive Optimization
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Workshop
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Fri 6:30
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Has it Trained Yet? A Workshop for Algorithmic Efficiency in Practical Neural Network Training
Frank Schneider · Zachary Nado · Philipp Hennig · George Dahl · Naman Agarwal
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Workshop
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Sat 6:15
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Self-Supervised Learning: Theory and Practice
Ishan Misra · Pengtao Xie · Gul Varol · Yale Song · Yuki Asano · Xiaolong Wang · Pauline Luc
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Workshop
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Metric Elicitation; Moving from Theory to Practice
Safinah Ali · Sohini Upadhyay · Gaurush Hiranandani · Elena Glassman · Sanmi Koyejo
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Tutorial
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Mon 17:00
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Theory and Practice of Efficient and Accurate Dataset Construction
Frederic Sala · Ramya Korlakai Vinayak
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Workshop
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Sat 13:55
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Fanny Yang: Surprising failures of standard practices in ML when the sample size is small.
Fanny Yang
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