Zico Kolter
Title
Cited by
Cited by
Year
REDD: A public data set for energy disaggregation research
JZ Kolter, MJ Johnson
Workshop on data mining applications in sustainability (SIGKDD), San Diego …, 2011
11042011
Dynamic weighted majority: An ensemble method for drifting concepts
JZ Kolter, MA Maloof
Journal of Machine Learning Research 8 (Dec), 2755-2790, 2007
10322007
An empirical evaluation of generic convolutional and recurrent networks for sequence modeling
S Bai, JZ Kolter, V Koltun
arXiv preprint arXiv:1803.01271, 2018
9532018
Towards fully autonomous driving: Systems and algorithms
J Levinson, J Askeland, J Becker, J Dolson, D Held, S Kammel, JZ Kolter, ...
2011 IEEE Intelligent Vehicles Symposium (IV), 163-168, 2011
9352011
Learning to detect and classify malicious executables in the wild
JZ Kolter, MA Maloof
Journal of Machine Learning Research 7 (Dec), 2721-2744, 2006
6902006
Provable defenses against adversarial examples via the convex outer adversarial polytope
E Wong, Z Kolter
International Conference on Machine Learning, 5286-5295, 2018
610*2018
Learning to detect malicious executables in the wild
JZ Kolter, MA Maloof
Proceedings of the tenth ACM SIGKDD international conference on Knowledge …, 2004
5812004
Approximate inference in additive factorial hmms with application to energy disaggregation
JZ Kolter, T Jaakkola
Artificial intelligence and statistics, 1472-1482, 2012
5692012
Energy disaggregation via discriminative sparse coding
J Kolter, S Batra, A Ng
Advances in neural information processing systems 23, 1153-1161, 2010
3632010
Certified adversarial robustness via randomized smoothing
JM Cohen, E Rosenfeld, JZ Kolter
arXiv preprint arXiv:1902.02918, 2019
3262019
Using additive expert ensembles to cope with concept drift
JZ Kolter, MA Maloof
Proceedings of the 22nd international conference on Machine learning, 449-456, 2005
2762005
Near-Bayesian exploration in polynomial time
JZ Kolter, AY Ng
Proceedings of the 26th annual international conference on machine learning …, 2009
2412009
Optnet: Differentiable optimization as a layer in neural networks
B Amos, JZ Kolter
arXiv preprint arXiv:1703.00443, 2017
2312017
Regularization and feature selection in least-squares temporal difference learning
JZ Kolter, AY Ng
Proceedings of the 26th annual international conference on machine learning …, 2009
2272009
Scaling provable adversarial defenses
E Wong, F Schmidt, JH Metzen, JZ Kolter
Advances in Neural Information Processing Systems, 8400-8409, 2018
2082018
A control architecture for quadruped locomotion over rough terrain
JZ Kolter, MP Rodgers, AY Ng
2008 IEEE International Conference on Robotics and Automation, 811-818, 2008
1982008
Gradient descent GAN optimization is locally stable
V Nagarajan, JZ Kolter
Advances in neural information processing systems 30, 5585-5595, 2017
1832017
Hierarchical apprenticeship learning with application to quadruped locomotion
JZ Kolter, P Abbeel, AY Ng
Advances in Neural Information Processing Systems, 769-776, 2008
1612008
A large-scale study on predicting and contextualizing building energy usage
JZ Kolter, J Ferreira Jr
Association for the Advancement of Artificial Intelligence, 2011
1252011
End-to-end differentiable physics for learning and control
F de Avila Belbute-Peres, K Smith, K Allen, J Tenenbaum, JZ Kolter
Advances in Neural Information Processing Systems, 7178-7189, 2018
1112018
The system can't perform the operation now. Try again later.
Articles 1–20