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Samuel Pfrommer
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Articles
10
Approximately Gaussian Replicator Flows: Nonconvex Optimization as a Nash-Convergent Evolutionary Game
27 June 2024 by
Brendon Anderson
and
others
Optimization and Control
Ranking Manipulation for Conversational Search Engines
5 June 2024 by
Samuel Pfrommer
and
others
Computation and Language
Asymmetric Certified Robustness via Feature-Convex Neural Networks
10 October 2023 by
Samuel Pfrommer
and
others
Machine Learning
Tight Certified Robustness via Min-Max Representations of ReLU Neural Networks
7 October 2023 by
Brendon Anderson
and
others
Optimization and Control
,
Machine Learning
Projected Randomized Smoothing for Certified Adversarial Robustness
25 September 2023 by
Samuel Pfrommer
and
others
Machine Learning
Initial State Interventions for Deconfounded Imitation Learning
4 August 2023 by
Samuel Pfrommer
and
others
Machine Learning
,
Systems and Control
Meta-Learning Parameterized First-Order Optimizers using Differentiable Convex Optimization
29 March 2023 by
Tanmay Gautam
and
others
Machine Learning
,
Artificial Intelligence
LQR Control with Sparse Adversarial Disturbances
21 September 2022 by
Samuel Pfrommer
and
Somayeh Sojoudi
Systems and Control
Safe Reinforcement Learning with Chance-constrained Model Predictive Control
28 March 2022 by
Samuel Pfrommer
and
others
Machine Learning
,
Systems and Control
ContactNets: Learning Discontinuous Contact Dynamics with Smooth, Implicit Representations
1 November 2020 by
Samuel Pfrommer
and
others
Robotics
,
Machine Learning
Discriminability of Single-Layer Graph Neural Networks
21 October 2020 by
Samuel Pfrommer
and
others
Signal Processing
,
Machine Learning
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Machine Learning
Systems and Control
Optimization and Control
Computation and Language
Artificial Intelligence
Robotics
Signal Processing
