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49 Results
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Poster
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Mon 18:30 |
Population Matching Discrepancy and Applications in Deep Learning Jianfei Chen · Chongxuan LI · Yizhong Ru · Jun Zhu |
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Poster
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Tue 18:30 |
A Sample Complexity Measure with Applications to Learning Optimal Auctions Vasilis Syrgkanis |
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Poster
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Wed 18:30 |
Streaming Robust Submodular Maximization: A Partitioned Thresholding Approach Slobodan Mitrovic · Ilija Bogunovic · Ashkan Norouzi-Fard · Jakub M Tarnawski · Volkan Cevher |
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Poster
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Mon 18:30 |
Aggressive Sampling for Multi-class to Binary Reduction with Applications to Text Classification Bikash Joshi · Massih R. Amini · Ioannis Partalas · Franck Iutzeler · Yury Maximov |
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Poster
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Mon 18:30 |
Collapsed variational Bayes for Markov jump processes Boqian Zhang · Jiangwei Pan · Vinayak Rao |
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Poster
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Wed 18:30 |
Off-policy evaluation for slate recommendation Adith Swaminathan · Akshay Krishnamurthy · Alekh Agarwal · Miro Dudik · John Langford · Damien Jose · Imed Zitouni |
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Poster
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Mon 18:30 |
Bayesian Inference of Individualized Treatment Effects using Multi-task Gaussian Processes Ahmed M. Alaa · Mihaela van der Schaar |
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Poster
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Wed 18:30 |
Collecting Telemetry Data Privately Bolin Ding · Janardhan Kulkarni · Sergey Yekhanin |
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Poster
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Wed 18:30 |
Deep Sets Manzil Zaheer · Satwik Kottur · Siamak Ravanbakhsh · Barnabas Poczos · Ruslan Salakhutdinov · Alexander Smola |
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Poster
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Wed 18:30 |
Spherical convolutions and their application in molecular modelling Wouter Boomsma · Jes Frellsen |
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Poster
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Tue 18:30 |
Efficient Optimization for Linear Dynamical Systems with Applications to Clustering and Sparse Coding Wenbing Huang · Mehrtash Harandi · Tong Zhang · Lijie Fan · Fuchun Sun · Junzhou Huang |
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Tutorial
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Mon 14:30 |
Differentially Private Machine Learning: Theory, Algorithms and Applications Kamalika Chaudhuri · Anand D Sarwate |