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116 Results
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Poster
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Tue 18:30 |
Homeomorphic-Invariance of EM: Non-Asymptotic Convergence in KL Divergence for Exponential Families via Mirror Descent Frederik Kunstner · Raunak Kumar · Mark Schmidt |
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Poster
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Wed 6:00 |
A Theoretical Characterization of Semi-supervised Learning with Self-training for Gaussian Mixture Models Samet Oymak · Talha Cihad Gulcu |
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Poster
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Thu 7:30 |
Local SGD: Unified Theory and New Efficient Methods Eduard Gorbunov · Filip Hanzely · Peter Richtarik |
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Poster
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Thu 7:30 |
A Spectral Analysis of Dot-product Kernels Meyer Scetbon · Zaid Harchaoui |
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Poster
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Wed 12:45 |
Decision Making Problems with Funnel Structure: A Multi-Task Learning Approach with Application to Email Marketing Campaigns Ziping Xu · Amirhossein Meisami · Ambuj Tewari |
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Poster
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Tue 14:00 |
On the Convergence of Gradient Descent in GANs: MMD GAN As a Gradient Flow Youssef Mroueh · Truyen Nguyen |
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Poster
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Wed 12:45 |
Fast and Smooth Interpolation on Wasserstein Space Sinho Chewi · Julien Clancy · Thibaut Le Gouic · Philippe Rigollet · George Stepaniants · Austin Stromme |
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Poster
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Wed 12:45 |
On the Consistency of Metric and Non-Metric K-Medoids He Jiang · Ery Arias-Castro |
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Poster
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Tue 14:00 |
On Learning Continuous Pairwise Markov Random Fields Abhin Shah · Devavrat Shah · Gregory Wornell |
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Poster
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Thu 7:30 |
Recovery Guarantees for Kernel-based Clustering under Non-parametric Mixture Models Leena Chennuru Vankadara · Sebastian Bordt · Ulrike von Luxburg · Debarghya Ghoshdastidar |
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Poster
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Tue 18:30 |
A Parameter-Free Algorithm for Misspecified Linear Contextual Bandits Kei Takemura · Shinji Ito · Daisuke Hatano · Hanna Sumita · Takuro Fukunaga · Naonori Kakimura · Ken-ichi Kawarabayashi |
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Poster
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Tue 14:00 |
A Theoretical Analysis of Catastrophic Forgetting through the NTK Overlap Matrix Thang Doan · Mehdi Abbana Bennani · Bogdan Mazoure · Guillaume Rabusseau · Pierre Alquier |