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39 Results
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Poster
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Thu 14:00 |
(f,Gamma)-Divergences: Interpolating between f-Divergences and Integral Probability Metrics Jeremiah Birrell · Paul Dupuis · Markos A. Katsoulakis · Yannis Pantazis · Luc Rey-Bellet |
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Poster
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Thu 14:00 |
A Bregman Learning Framework for Sparse Neural Networks Leon Bungert · Tim Roith · Daniel Tenbrinck · Martin Burger |
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Poster
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Tue 14:00 |
A Nonconvex Framework for Structured Dynamic Covariance Recovery Katherine Tsai · Mladen Kolar · Sanmi Koyejo |
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Poster
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Wed 9:00 |
Fast and Robust Rank Aggregation against Model Misspecification YUANGANG PAN · Ivor W. Tsang · Weijie Chen · Gang Niu · Masashi Sugiyama |
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Poster
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Thu 14:00 |
D-GCCA: Decomposition-based Generalized Canonical Correlation Analysis for Multi-view High-dimensional Data Hai Shu · Zhe Qu · Hongtu Zhu |
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Poster
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Thu 9:00 |
On the Approximation of Cooperative Heterogeneous Multi-Agent Reinforcement Learning (MARL) using Mean Field Control (MFC) Washim Mondal · Mridul Agarwal · Vaneet Aggarwal · Satish Ukkusuri |
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Poster
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Tue 14:00 |
Accelerated Zeroth-Order and First-Order Momentum Methods from Mini to Minimax Optimization Feihu Huang · Shangqian Gao · Jian Pei · Heng Huang |
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Poster
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Thu 14:00 |
A Primer for Neural Arithmetic Logic Modules Bhumika Mistry · Katayoun Farrahi · Jonathon Hare |
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Poster
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Wed 9:00 |
IALE: Imitating Active Learner Ensembles Christoffer Löffler · Christopher Mutschler |
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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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Tue 9:00 |
Deep Limits and a Cut-Off Phenomenon for Neural Networks Benny Avelin · Anders Karlsson |
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Poster
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Tue 9:00 |
The Importance of Being Correlated: Implications of Dependence in Joint Spectral Inference across Multiple Networks Konstantinos Pantazis · Avanti Athreya · Jesus Arroyo · William N Frost · Evan S Hill · Vince Lyzinski |