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Dynamic Weighted Majority: A New Ensemble Method for Tracking Concept Drift.
Jeremy Z. Kolter, Marcus A. Maloof: Dynamic Weighted Majority: A New Ensemble Method for Tracking Concept Drift. ICDM 2003: 123-130
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Learning to detect malicious executables in the wild.
Jeremy Z. Kolter, Marcus A. Maloof: Learning to detect malicious executables in the wild. KDD 2004: 470-478
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Using additive expert ensembles to cope with concept drift.
Jeremy Z. Kolter, Marcus A. Maloof: Using additive expert ensembles to cope with concept drift. ICML 2005: 449-456
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Learning to Detect and Classify Malicious Executables in the Wild.
Jeremy Z. Kolter, Marcus A. Maloof: Learning to Detect and Classify Malicious Executables in the Wild. J. Mach. Learn. Res. 7: 2721-2744 (2006)
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Learning omnidirectional path following using dimensionality reduction.
J. Zico Kolter, Andrew Y. Ng: Learning omnidirectional path following using dimensionality reduction. Robotics: Science and Systems 2007
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Hierarchical Apprenticeship Learning with Application to Quadruped Locomotion.
J. Zico Kolter, Pieter Abbeel, Andrew Y. Ng: Hierarchical Apprenticeship Learning with Application to Quadruped Locomotion. NIPS 2007: 769-776
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Dynamic Weighted Majority: An Ensemble Method for Drifting Concepts.
J. Zico Kolter, Marcus A. Maloof: Dynamic Weighted Majority: An Ensemble Method for Drifting Concepts. J. Mach. Learn. Res. 8: 2755-2790 (2007)
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A control architecture for quadruped locomotion over rough terrain.
J. Zico Kolter, Mike P. Rodgers, Andrew Y. Ng: A control architecture for quadruped locomotion over rough terrain. ICRA 2008: 811-818
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Space-indexed dynamic programming: learning to follow trajectories.
J. Zico Kolter, Adam Coates, Andrew Y. Ng, Yi Gu, Charles DuHadway: Space-indexed dynamic programming: learning to follow trajectories. ICML 2008: 488-495
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Policy search via the signed derivative.
J. Zico Kolter, Andrew Y. Ng: Policy search via the signed derivative. Robotics: Science and Systems 2009
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Task-space trajectories via cubic spline optimization.
J. Zico Kolter, Andrew Y. Ng: Task-space trajectories via cubic spline optimization. ICRA 2009: 1675-1682
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Stereo vision and terrain modeling for quadruped robots.
J. Zico Kolter, Youngjun Kim, Andrew Y. Ng: Stereo vision and terrain modeling for quadruped robots. ICRA 2009: 1557-1564
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Regularization and feature selection in least-squares temporal difference...
J. Zico Kolter, Andrew Y. Ng: Regularization and feature selection in least-squares temporal difference learning. ICML 2009: 521-528
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Near-Bayesian exploration in polynomial time.
J. Zico Kolter, Andrew Y. Ng: Near-Bayesian exploration in polynomial time. ICML 2009: 513-520
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Energy Disaggregation via Discriminative Sparse Coding.
J. Zico Kolter, Siddharth Batra, Andrew Y. Ng: Energy Disaggregation via Discriminative Sparse Coding. NIPS 2010: 1153-1161
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A probabilistic approach to mixed open-loop and closed-loop control, with...
J. Zico Kolter, Christian Plagemann, David T. Jackson, Andrew Y. Ng, Sebastian Thrun: A probabilistic approach to mixed open-loop and closed-loop control, with application to extreme autonomous...
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Learning and control with inaccurate models.
J. Zico Kolter: Learning and control with inaccurate models. Stanford University, USA, 2010
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The Fixed Points of Off-Policy TD.
J. Zico Kolter: The Fixed Points of Off-Policy TD. NIPS 2011: 2169-2177
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Towards fully autonomous driving: Systems and algorithms.
Jesse Levinson, Jake Askeland, Jan Becker, Jennifer Dolson, David Held, Sören Kammel, J. Zico Kolter, Dirk Langer, Oliver Pink, Vaughan R. Pratt, Michael Sokolsky, Ganymed Stanek, David Michael...
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A Large-Scale Study on Predicting and Contextualizing Building Energy Usage.
J. Zico Kolter, Joseph Ferreira Jr.: A Large-Scale Study on Predicting and Contextualizing Building Energy Usage. AAAI 2011: 1349-1356
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