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56 Results
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Poster
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Wed 6:00 |
Dirichlet Pruning for Convolutional Neural Networks Kamil Adamczewski · Mijung Park |
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Poster
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Tue 14:00 |
Online Robust Control of Nonlinear Systems with Large Uncertainty Dimitar Ho · Hoang Le · John Doyle · Yisong Yue |
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Poster
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Wed 6:00 |
On Multilevel Monte Carlo Unbiased Gradient Estimation for Deep Latent Variable Models Yuyang Shi · Rob Cornish |
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Poster
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Wed 6:00 |
Offline detection of change-points in the mean for stationary graph signals. Alejandro de la Concha Duarte · Nicolas Vayatis · Argyris Kalogeratos |
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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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Oral
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Thu 13:30 |
Density of States Estimation for Out of Distribution Detection Warren Morningstar · Cusuh Ham · Andrew Gallagher · Balaji Lakshminarayanan · Alex Alemi · Joshua Dillon |
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Poster
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Tue 14:00 |
Density of States Estimation for Out of Distribution Detection Warren Morningstar · Cusuh Ham · Andrew Gallagher · Balaji Lakshminarayanan · Alex Alemi · Joshua Dillon |
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Poster
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Tue 18:30 |
Causal Modeling with Stochastic Confounders Thanh Vinh Vo · Pengfei Wei · Wicher Bergsma · Tze Yun Leong |
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Poster
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Tue 14:00 |
Detection and Defense of Topological Adversarial Attacks on Graphs Yingxue Zhang · Florence Regol · Soumyasundar Pal · Sakif Khan · Liheng Ma · Mark Coates |
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Poster
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Wed 12:45 |
Faster & More Reliable Tuning of Neural Networks: Bayesian Optimization with Importance Sampling Setareh Ariafar · Zelda Mariet · Dana Brooks · Jennifer Dy · Jasper Snoek |
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Oral
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Tue 11:45 |
An Adaptive-MCMC Scheme for Setting Trajectory Lengths in Hamiltonian Monte Carlo Matthew Hoffman · Alexey Radul · Pavel Sountsov |
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Poster
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Tue 18:30 |
Diagnostic Uncertainty Calibration: Towards Reliable Machine Predictions in Medical Domain Takahiro Mimori · Keiko Sasada · Hirotaka Matsui · Issei Sato |