Gradient Descent on Neurons and Its Link to Approximate Second-Order Optimization
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2023 |
Benzing, Frederik |
Minimax M-Estimation Under Adversarial Contamination
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2023 |
Bhatt, Sujay |
Nearly Optimal Catoni’s M-Estimator for Infinite Variance
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2023 |
Bhatt, Sujay |
A Query-Optimal Algorithm for Finding Counterfactuals
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2023 |
Blanc, Guy |
Matching Normalizing Flows and Probability Paths on Manifolds
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2023 |
Ben-Hamu, Heli |
Scalable Spike-And-Slab
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2023 |
Biswas, Niloy |
Breaking Down Out-Of-Distribution Detection: Many Methods Based on OOD Training Data Estimate a Combination of the Same Core Quantities
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2023 |
Bitterwolf, Julian |
Generalized Results for the Existence and Consistency of the MLE in the Bradley-Terry-Luce Model
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2023 |
Bong, Heejong |
An Iterative Clustering Algorithm for the Contextual Stochastic Block Model with Optimality Guarantees
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2023 |
Braun, Guillaume |
Interactive Inverse Reinforcement Learning for Cooperative Games
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2023 |
Büning, Thomas Kleine |
Imitation Learning by Estimating Expertise of Demonstrators
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2023 |
Beliaev, Mark |
Stochastic Contextual Dueling Bandits Under Linear Stochastic Transitivity Models
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2023 |
Bengs, Viktor |
Volatility Based Kernels and Moving Average Means for Accurate Forecasting with Gaussian Processes
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2023 |
Benton, Gregory |
Lie Point Symmetry Data Augmentation for Neural PDE Solvers
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2023 |
Brandstetter, Johannes |
Efficient Learning of CNNs Using Patch Based Features
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2023 |
Brutzkus, Alon |
IGLUE: A Benchmark for Transfer Learning Across Modalities, Tasks, and Languages
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2023 |
Bugliarello, Emanuele |
Causal Structure-Based Root Cause Analysis of Outliers
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2023 |
Budhathoki, Kailash |
Convolutional and Residual Networks Provably Contain Lottery Tickets
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2023 |
Burkholz, Rebekka |
Fictitious Play and Best-Response Dynamics in Identical Interest and Zero-Sum Stochastic Games
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2023 |
Baudin, Lucas |
On the Hidden Biases of Policy Mirror Ascent in Continuous Action Spaces
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2023 |
Bedi, Amrit Singh |