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Poster
Tue 8:30 The decomposition of the higher-order homology embedding constructed from the k-Laplacian
Yu-Chia Chen · Marina Meila
Poster
Tue 8:30 On UMAP's True Loss Function
Sebastian Damrich · Fred Hamprecht
Oral
Fri 0:40 The decomposition of the higher-order homology embedding constructed from the k-Laplacian
Yu-Chia Chen · Marina Meila
Poster
Thu 8:30 Fair Clustering Under a Bounded Cost
Seyed Esmaeili · Brian Brubach · Aravind Srinivasan · John Dickerson
Poster
Tue 8:30 Self-Interpretable Model with Transformation Equivariant Interpretation
Yipei Wang · Xiaoqian Wang
Datasets and Benchmarks
DABS: a Domain-Agnostic Benchmark for Self-Supervised Learning
Alex Tamkin · Vincent Liu · Rongfei Lu · Daniel Fein · Colin Schultz · Noah Goodman
Workshop
High-Dimensional Discrete Bayesian Optimization with Self-Supervised Representation Learning for Data-Efficient Materials Exploration
Masaki Adachi
Workshop
Incorporating Voice Instructions in Model-Based Reinforcement Learning for Self-Driving Cars
Mingze Wang · Ziyang Zhang · Grace Yang
Spotlight
Beyond Tikhonov: faster learning with self-concordant losses, via iterative regularization
Gaspard Beugnot · Julien Mairal · Alessandro Rudi
Poster
Wed 0:30 Even your Teacher Needs Guidance: Ground-Truth Targets Dampen Regularization Imposed by Self-Distillation
Kenneth Borup · Lars N Andersen
Poster
Tue 8:30 Arbitrary Conditional Distributions with Energy
Ryan Strauss · Junier Oliva
Poster
Wed 0:30 Credal Self-Supervised Learning
Julian Lienen · Eyke Hüllermeier