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Invited Talk: Zico Kolter
Zico Kolter
Sat Jul 18 08:30 AM -- 09:00 AM (PDT) @
Author Information
Zico Kolter (Carnegie Mellon University / Bosch Center for AI)
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2021 : Empirical robustification of pre-trained classifiers »
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2021 : Beta-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints for Neural Network Robustness Verification »
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2022 : Characterizing Datapoints via Second-Split Forgetting »
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2022 : Improving adversarial robustness via joint classification and multiple explicit detection classes »
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2022 : Agreement-on-the-Line: Predicting the Performance of Neural Networks under Distribution Shift »
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2023 Workshop: 2nd Workshop on Formal Verification of Machine Learning »
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2022 Workshop: Workshop on Formal Verification of Machine Learning »
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2022 Poster: A Branch and Bound Framework for Stronger Adversarial Attacks of ReLU Networks »
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2022 Spotlight: A Branch and Bound Framework for Stronger Adversarial Attacks of ReLU Networks »
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2022 Poster: Communicating via Markov Decision Processes »
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2022 Spotlight: Communicating via Markov Decision Processes »
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2021 Workshop: A Blessing in Disguise: The Prospects and Perils of Adversarial Machine Learning »
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2021 Poster: DORO: Distributional and Outlier Robust Optimization »
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2021 Poster: RATT: Leveraging Unlabeled Data to Guarantee Generalization »
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2021 Spotlight: DORO: Distributional and Outlier Robust Optimization »
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2021 Oral: RATT: Leveraging Unlabeled Data to Guarantee Generalization »
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2021 Poster: On Proximal Policy Optimization's Heavy-tailed Gradients »
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2021 Poster: Stabilizing Equilibrium Models by Jacobian Regularization »
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2021 Spotlight: On Proximal Policy Optimization's Heavy-tailed Gradients »
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2021 Spotlight: Stabilizing Equilibrium Models by Jacobian Regularization »
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2020 : Invited Talk: Zico Kolter (Q&A) »
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2020 Poster: Adversarial Robustness Against the Union of Multiple Perturbation Models »
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2020 Poster: Combining Differentiable PDE Solvers and Graph Neural Networks for Fluid Flow Prediction »
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2020 Poster: Certified Robustness to Label-Flipping Attacks via Randomized Smoothing »
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2020 Poster: Overfitting in adversarially robust deep learning »
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2019 Poster: Certified Adversarial Robustness via Randomized Smoothing »
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2019 Poster: Wasserstein Adversarial Examples via Projected Sinkhorn Iterations »
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2019 Oral: Wasserstein Adversarial Examples via Projected Sinkhorn Iterations »
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2019 Oral: Certified Adversarial Robustness via Randomized Smoothing »
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2019 Poster: SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver »
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2019 Poster: Adversarial camera stickers: A physical camera-based attack on deep learning systems »
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2019 Oral: SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver »
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2019 Oral: Adversarial camera stickers: A physical camera-based attack on deep learning systems »
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2018 Poster: Provable Defenses against Adversarial Examples via the Convex Outer Adversarial Polytope »
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2018 Oral: Provable Defenses against Adversarial Examples via the Convex Outer Adversarial Polytope »
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2017 Poster: Input Convex Neural Networks »
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2017 Poster: OptNet: Differentiable Optimization as a Layer in Neural Networks »
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2017 Poster: A Semismooth Newton Method for Fast, Generic Convex Programming »
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