J. Zico Kolter
Carnegie Mellon University(US)
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Anomaly Detection Techniques and Applications, Machine Learning and Algorithms, Topic Modeling, Model Reduction and Neural Networks
Most-Cited Works
- → An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling(2018)4,314 cited
- → Towards fully autonomous driving: Systems and algorithms(2011)1,325 cited
- → Provable defenses against adversarial examples via the convex outer adversarial polytope(2017)712 cited
- → Dynamic Weighted Majority: An Ensemble Method for Drifting Concepts(2007)659 cited
- → Certified Adversarial Robustness via Randomized Smoothing(2019)620 cited
- → Learning to Detect and Classify Malicious Executables in the Wild(2006)572 cited
- → Fast is better than free: Revisiting adversarial training(2020)485 cited
- → Learning to detect malicious executables in the wild(2004)471 cited
- → Approximate Inference in Additive Factorial HMMs with Application to Energy Disaggregation(2018)463 cited