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Poster
Wed 14:00 Non-identifiability and the Blessings of Misspecification in Models of Molecular Fitness
Eli Weinstein · Alan Amin · Jonathan Frazer · Debora Marks
Panel
Tue 17:45 Panel 2A-2: VaiPhy: a Variational… & Non-identifiability and the…
Oskar Kviman · Eli Weinstein
Poster
Tue 14:00 Anticipating Performativity by Predicting from Predictions
Celestine Mendler-Dünner · Frances Ding · Yixin Wang
Poster
Wed 9:00 Masked Prediction: A Parameter Identifiability View
Bingbin Liu · Daniel Hsu · Pradeep Ravikumar · Andrej Risteski
Poster
Thu 14:00 On the Identifiability of Nonlinear ICA: Sparsity and Beyond
Yujia Zheng · Ignavier Ng · Kun Zhang
Poster
Thu 9:00 Weakly Supervised Representation Learning with Sparse Perturbations
Kartik Ahuja · Jason Hartford · Yoshua Bengio
Poster
Thu 14:00 Identifying good directions to escape the NTK regime and efficiently learn low-degree plus sparse polynomials
Eshaan Nichani · Yu Bai · Jason Lee
Poster
Wed 9:00 Identifiability of deep generative models without auxiliary information
Bohdan Kivva · Goutham Rajendran · Pradeep Ravikumar · Bryon Aragam
Poster
Tue 9:00 Function Classes for Identifiable Nonlinear Independent Component Analysis
Simon Buchholz · Michel Besserve · Bernhard Schölkopf
Poster
Wed 9:00 Local Identifiability of Deep ReLU Neural Networks: the Theory
Joachim Bona-Pellissier · François Malgouyres · Francois Bachoc
Poster
Thu 14:00 Are Two Heads the Same as One? Identifying Disparate Treatment in Fair Neural Networks
Michael Lohaus · Matthäus Kleindessner · Krishnaram Kenthapadi · Francesco Locatello · Chris Russell
Poster
Thu 14:00 Autoregressive Search Engines: Generating Substrings as Document Identifiers
Michele Bevilacqua · Giuseppe Ottaviano · Patrick Lewis · Scott Yih · Sebastian Riedel · Fabio Petroni