Elan Rosenfeld
12 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (5)
π
Cross-Pollinator
(14)
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Interdisciplinary Bridge
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Century Club
(12)
π₯
Unstoppable
(6)
Conferences
ICLR (5)
ICML (3)
NIPS (3)
AISTATS (1)
Top co-authors
Keywords
certified robustness
(2)
randomized smoothing
(2)
domain generalization
(2)
adversarial robustness
(1)
online learning
(1)
data poisoning
(1)
feature matching
(1)
out-of-distribution generalization
(1)
empirical risk minimization
(1)
distribution matching
(1)
adversarial classification
(1)
distribution shift
(1)
gaussian noise
(1)
test error
(1)
error bound
(1)
theoretical guarantee
(1)
unlabeled datum
(1)
neural network embedding
(1)
causal representation
(1)
invariant prediction
(1)
Papers
Identifying Representations for Intervention Extrapolation
ICLR 2024
Outliers with Opposing Signals Have an Outsized Effect on Neural Network Optimization
ICLR 2024
One-Shot Strategic Classification Under Unknown Costs
ICML 2024
Learning Linear Causal Representations from Interventions under General Nonlinear Mixing
NIPS 2023
(Almost) Provable Error Bounds Under Distribution Shift via Disagreement Discrepancy
NIPS 2023
Analyzing and Improving the Optimization Landscape of Noise-Contrastive Estimation
ICLR 2022
An Online Learning Approach to Interpolation and Extrapolation in Domain Generalization
AISTATS 2022
Deep Attentive Variational Inference
ICLR 2022
Iterative Feature Matching: Toward Provable Domain Generalization with Logarithmic Environments
NIPS 2022
The Risks of Invariant Risk Minimization
ICLR 2021
Certified Robustness to Label-Flipping Attacks via Randomized Smoothing
ICML 2020
Certified Adversarial Robustness via Randomized Smoothing
ICML 2019