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Poster
Thu Jul 16 09:00 AM -- 09:45 AM & Thu Jul 16 11:00 PM -- 11:45 PM (PDT)
WaveFlow: A Compact Flow-based Model for Raw Audio
In Poster Session 53
Wei Ping · Kainan Peng · Kexin Zhao · Zhao Song
Poster
Thu Jul 16 09:00 AM -- 09:45 AM & Thu Jul 16 11:00 PM -- 11:45 PM (PDT)
Improved Optimistic Algorithms for Logistic Bandits
In Poster Session 53
Louis Faury · Marc Abeille · Clément Calauzènes · Olivier Fercoq
Poster
Thu Jul 16 09:00 AM -- 09:45 AM & Thu Jul 16 11:00 PM -- 11:45 PM (PDT) @ Virtual
Bounding the fairness and accuracy of classifiers from population statistics
In Poster Session 53
Sivan Sabato · Elad Yom-Tov
Poster
Thu Jul 16 09:00 AM -- 09:45 AM & Thu Jul 16 11:00 PM -- 11:45 PM (PDT) @ Virtual
ECLIPSE: An Extreme-Scale Linear Program Solver for Web-Applications
In Poster Session 53
Kinjal Basu · Amol Ghoting · Rahul Mazumder · Yao Pan
Poster
Thu Jul 16 09:00 AM -- 09:45 AM & Thu Jul 16 11:00 PM -- 11:45 PM (PDT)
A Distributional Framework For Data Valuation
In Poster Session 53
Amirata Ghorbani · Michael Kim · James Zou
Poster
Thu Jul 16 09:00 AM -- 09:45 AM & Thu Jul 16 11:00 PM -- 11:45 PM (PDT) @ Virtual
Multiclass Neural Network Minimization via Tropical Newton Polytope Approximation
In Poster Session 53
Georgios Smyrnis · Petros Maragos
Poster
Thu Jul 16 09:00 AM -- 09:45 AM & Thu Jul 16 11:00 PM -- 11:45 PM (PDT) @ Virtual
Energy-Based Processes for Exchangeable Data
In Poster Session 53
Sherry Yang · Bo Dai · Hanjun Dai · Dale Schuurmans
Poster
Thu Jul 16 09:00 AM -- 09:45 AM & Thu Jul 16 11:00 PM -- 11:45 PM (PDT)
Active World Model Learning in Agent-rich Environments with Progress Curiosity
In Poster Session 53
Kuno Kim · Megumi Sano · Julian De Freitas · Nick Haber · Daniel Yamins
Poster
Thu Jul 16 09:00 AM -- 09:45 AM & Thu Jul 16 11:00 PM -- 11:45 PM (PDT)
From PAC to Instance-Optimal Sample Complexity in the Plackett-Luce Model
In Poster Session 53
Aadirupa Saha · Aditya Gopalan
Poster
Thu Jul 16 09:00 AM -- 09:45 AM & Thu Jul 16 11:00 PM -- 11:45 PM (PDT)
Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation
In Poster Session 53
Jian Liang · Dapeng Hu · Jiashi Feng
Poster
Thu Jul 16 12:00 PM -- 12:45 PM & Thu Jul 16 11:00 PM -- 11:45 PM (PDT) @ Virtual
Missing Data Imputation using Optimal Transport
In Poster Session 53
Boris Muzellec · Julie Josse · Claire Boyer · Marco Cuturi
Poster
Thu Jul 16 12:00 PM -- 12:45 PM & Thu Jul 16 11:00 PM -- 11:45 PM (PDT)
Online Continual Learning from Imbalanced Data
In Poster Session 53
Aristotelis Chrysakis · Marie-Francine Moens
Poster
Thu Jul 16 12:00 PM -- 12:45 PM & Thu Jul 16 11:00 PM -- 11:45 PM (PDT)
On Thompson Sampling with Langevin Algorithms
In Poster Session 53
Eric Mazumdar · Aldo Pacchiano · Yian Ma · Michael Jordan · Peter Bartlett
Poster
Thu Jul 16 12:00 PM -- 12:45 PM & Thu Jul 16 11:00 PM -- 11:45 PM (PDT) @ Virtual
Learning Flat Latent Manifolds with VAEs
In Poster Session 53
Nutan Chen · Alexej Klushyn · Francesco Ferroni · Justin Bayer · Patrick van der Smagt
Poster
Thu Jul 16 12:00 PM -- 12:45 PM & Thu Jul 16 11:00 PM -- 11:45 PM (PDT)
Topologically Densified Distributions
In Poster Session 53
Christoph Hofer · Florian Graf · Marc Niethammer · Roland Kwitt
Poster
Thu Jul 16 12:00 PM -- 12:45 PM & Thu Jul 16 11:00 PM -- 11:45 PM (PDT)
Composable Sketches for Functions of Frequencies: Beyond the Worst Case
In Poster Session 53
Edith Cohen · Ofir Geri · Rasmus Pagh
Poster
Thu Jul 16 12:00 PM -- 12:45 PM & Thu Jul 16 11:00 PM -- 11:45 PM (PDT) @ Virtual
Landscape Connectivity and Dropout Stability of SGD Solutions for Over-parameterized Neural Networks
In Poster Session 53
Alexander Shevchenko · Marco Mondelli
Poster
Thu Jul 16 12:00 PM -- 12:45 PM & Thu Jul 16 11:00 PM -- 11:45 PM (PDT) @ Virtual
Inter-domain Deep Gaussian Processes
In Poster Session 53
Tim G. J. Rudner · Dino Sejdinovic · Yarin Gal
Poster
Thu Jul 16 12:00 PM -- 12:45 PM & Thu Jul 16 11:00 PM -- 11:45 PM (PDT) @ Virtual
Optimizer Benchmarking Needs to Account for Hyperparameter Tuning
In Poster Session 53
Prabhu Teja Sivaprasad · Florian Mai · Thijs Vogels · Martin Jaggi · François Fleuret
Poster
Thu Jul 16 12:00 PM -- 12:45 PM & Thu Jul 16 11:00 PM -- 11:45 PM (PDT)
A Flexible Latent Space Model for Multilayer Networks
In Poster Session 53
Xuefei Zhang · Songkai Xue · Ji Zhu
Poster
Thu Jul 16 12:00 PM -- 12:45 PM & Thu Jul 16 11:00 PM -- 11:45 PM (PDT)
Online Multi-Kernel Learning with Graph-Structured Feedback
In Poster Session 53
Pouya M Ghari · Yanning Shen
Poster
Thu Jul 16 12:00 PM -- 12:45 PM & Thu Jul 16 11:00 PM -- 11:45 PM (PDT)
Naive Exploration is Optimal for Online LQR
In Poster Session 53
Max Simchowitz · Dylan Foster