Alexander Levine
13 papers · 2020–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Academic Marathon (5) π Renaissance Researcher (5) π Conference Polyglot (6) πΊοΈ Taxonomy Completionist (21)
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Conference Polyglot
(6)
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Academic Marathon
(5)
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Renaissance Researcher
(5)
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Grand Slam
π€
Dynamic Duo
(12)
β‘
Prolific Year
(6)
π
Century Club
(13)
Conferences
ICLR (4)
NIPS (4)
AAAI (2)
AISTATS (1)
CVPR (1)
ICML (1)
Top co-authors
Keywords
adversarial robustness
(6)
randomized smoothing
(5)
certified robustness
(4)
adversarial defense
(2)
off-policy reinforcement learning
(1)
knowledge distillation
(1)
object detection
(1)
off-policy learning
(1)
data poisoning
(1)
curse of dimensionality
(1)
neyman-pearson lemma
(1)
adversarial attack
(1)
image manifold
(1)
generative model
(1)
adversarial training
(1)
reinforcement learning
(1)
adversarial perturbation
(1)
goal-conditioned reinforcement learning
(1)
adversarial patch attack
(1)
wasserstein distance
(1)
Papers
Learning a Fast Mixing Exogenous Block MDP using a Single Trajectory
ICLR 2025
Provable Robustness against Wasserstein Distribution Shifts via Input Randomization
ICLR 2023
Goal-Conditioned Q-learning as Knowledge Distillation
AAAI 2023
Segment and Complete: Defending Object Detectors Against Adversarial Patch Attacks With Robust Patch Detection
CVPR 2022
Lethal Dose Conjecture on Data Poisoning
NIPS 2022
Policy Smoothing for Provably Robust Reinforcement Learning
ICLR 2022
Deep Partition Aggregation: Provable Defenses against General Poisoning Attacks
ICLR 2021
Curse of Dimensionality on Randomized Smoothing for Certifiable Robustness
ICML 2020
Certifying Confidence via Randomized Smoothing
NIPS 2020
(De)Randomized Smoothing for Certifiable Defense against Patch Attacks
NIPS 2020
Robustness Certificates for Sparse Adversarial Attacks by Randomized Ablation
AAAI 2020
Wasserstein Smoothing: Certified Robustness against Wasserstein Adversarial Attacks
AISTATS 2020
Dual Manifold Adversarial Robustness: Defense against Lp and non-Lp Adversarial Attacks
NIPS 2020