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2020 – today
- 2022
[c7]Elan Rosenfeld, Pradeep Ravikumar, Andrej Risteski:
An Online Learning Approach to Interpolation and Extrapolation in Domain Generalization. AISTATS 2022: 2641-2657- [c6]Ifigeneia Apostolopoulou, Ian Char, Elan Rosenfeld, Artur Dubrawski:
Deep Attentive Variational Inference. ICLR 2022 - [c5]Bingbin Liu, Elan Rosenfeld, Pradeep Kumar Ravikumar, Andrej Risteski:
Analyzing and Improving the Optimization Landscape of Noise-Contrastive Estimation. ICLR 2022 - [c4]Yining Chen, Elan Rosenfeld, Mark Sellke, Tengyu Ma, Andrej Risteski:
Iterative Feature Matching: Toward Provable Domain Generalization with Logarithmic Environments. NeurIPS 2022 - [i10]Elan Rosenfeld, Pradeep Ravikumar, Andrej Risteski:
Domain-Adjusted Regression or: ERM May Already Learn Features Sufficient for Out-of-Distribution Generalization. CoRR abs/2202.06856 (2022) - [i9]Elan Rosenfeld, Preetum Nakkiran, Hadi Pouransari, Oncel Tuzel, Fartash Faghri:
APE: Aligning Pretrained Encoders to Quickly Learn Aligned Multimodal Representations. CoRR abs/2210.03927 (2022) - 2021
- [c3]Elan Rosenfeld, Pradeep Kumar Ravikumar, Andrej Risteski:
The Risks of Invariant Risk Minimization. ICLR 2021 - [i8]Elan Rosenfeld, Pradeep Ravikumar, Andrej Risteski:
An Online Learning Approach to Interpolation and Extrapolation in Domain Generalization. CoRR abs/2102.13128 (2021) - [i7]Yining Chen, Elan Rosenfeld, Mark Sellke, Tengyu Ma, Andrej Risteski:
Iterative Feature Matching: Toward Provable Domain Generalization with Logarithmic Environments. CoRR abs/2106.09913 (2021) - [i6]Bingbin Liu, Elan Rosenfeld, Pradeep Ravikumar, Andrej Risteski:
Analyzing and Improving the Optimization Landscape of Noise-Contrastive Estimation. CoRR abs/2110.11271 (2021) - 2020
- [c2]Elan Rosenfeld, Ezra Winston, Pradeep Ravikumar, J. Zico Kolter:
Certified Robustness to Label-Flipping Attacks via Randomized Smoothing. ICML 2020: 8230-8241 - [i5]Elan Rosenfeld, Ezra Winston, Pradeep Ravikumar, J. Zico Kolter:
Certified Robustness to Label-Flipping Attacks via Randomized Smoothing. CoRR abs/2002.03018 (2020) - [i4]Ifigeneia Apostolopoulou, Elan Rosenfeld, Artur Dubrawski:
Self-Reflective Variational Autoencoder. CoRR abs/2007.05166 (2020) - [i3]Elan Rosenfeld, Pradeep Ravikumar, Andrej Risteski:
The Risks of Invariant Risk Minimization. CoRR abs/2010.05761 (2020)
2010 – 2019
- 2019
- [c1]Jeremy M. Cohen, Elan Rosenfeld, J. Zico Kolter:
Certified Adversarial Robustness via Randomized Smoothing. ICML 2019: 1310-1320 - [i2]Jeremy M. Cohen, Elan Rosenfeld, J. Zico Kolter:
Certified Adversarial Robustness via Randomized Smoothing. CoRR abs/1902.02918 (2019) - [i1]Elan Rosenfeld, Santosh S. Vempala, Manuel Blum:
Human-Usable Password Schemas: Beyond Information-Theoretic Security. CoRR abs/1906.00029 (2019)
Coauthor Index
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