Stuart J. Russell
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Stuart J. Russell is a person.
References
- Professional Homepage: http://www.cs.berkeley.edu/~russell/
- DBLP Page: http://www.informatik.uni-trier.de/~ley/db/indices/a-tree/r/Russell:Stuart_J=.html
2019
- (Russell, 2019) ⇒ Stuart Russell. (2019). "Human Compatible: Artificial Intelligence and the Future of the Human Mind." Penguin. ASIN:B07N5J5FTS
- NOTE: It emphasizes understanding human cognition and values to create safe AI and beneficial AI, advocating for a "Human-In-The-Loop AI Development.
2015
- (Russell, 2015) ⇒ Stuart Russell. (2015). “Unifying Logic and Probability.” In: Communications of the ACM Journal, 58(7). doi:10.1145/2699411
- (Russell, 2015) ⇒ Stuart Russell. (2015). “Take a Stand on AI Weapons.” In: Nature, 521(7553).
2014
- (Hawking, Russell, et al., 2014) ⇒ Stephen J. Hawking, Stuart J. Russell, Max Tegmark, and Frank Wilczek. (2014). “Transcendence Looks at the Implications of Artificial Intelligence - but are we taking AI seriously enough?." The Independent, May 2, 2014
2005
- (Milch et al., 2005) ⇒ Brian Milch, Bhaskara Marthi, Stuart J. Russell, David Sontag, Daniel L. Ong, and Andrey Kolobov. (2005). “BLOG: Probabilistic Models with Unknown Objects.” In: Proceeding of the 19th international joint conference on Artificial intelligence (IJCAI-2005).
2003
- (Xing, Ng, et al., 2003) ⇒ Eric P. Xing, Andrew Y. Ng, Michael I. Jordan and Stuart J. Russell. (2003). “Distance Metric Learning, with Application to Clustering with Side-Information.” In: Advances in Neural Information Processing Systems (NIPS 15).
- (Pasula et al., 2003) ⇒ Hanna Pasula, Bhaskara Marthi, Brian Milch, Stuart J. Russell, Ilya Shpitser. (2003). “Identity Uncertainty and Citation Matching.” In: Proceedings of Advances in Neural Information Processing, 15 (NIPS 2003).
- (Xing, Jordan & Russell, 2003) ⇒ Eric P. Xing, Michael I. Jordan, and Stuart J. Russell. (2003). “A Generalized Mean Field Algorithm for Variational Inference in Exponential Families.” In: Proceedings of the Nineteenth Conference on Uncertainty in Artificial Intelligence (UAI 2003).
2002
- (Russell & Norvig, 2002) ⇒ Stuart J. Russell, and Peter Norvig. (2002). “Artificial Intelligence: a modern approach (2nd edition).” Prentice-Hall ISBN:0137903952
- (Xing et al., 2002a) ⇒ Eric P. Xing, Michael I. Jordan, Richard M. Karp and Stuart J. Russell. (2002). “A Hierarchical Bayesian Markovian Model for Motifs in Biopolymer Sequences.” In: In: Proceedings of Advances in Neural Information Processing Systems.
- (Xing et al., 2002b) ⇒ Eric P. Xing, Andrew Y. Ng, Michael I. Jordan, and Stuart J. Russell. "Distance Metric Learning, with Application to Clustering with Side-Information.” In: Advances in Neural Information Processing Systems 15 (NIPS 2002).
2000
- (Ng & Russell, 2000) ⇒ Andrew Y. Ng, and Stuart J. Russell. (2000). “Algorithms for Inverse Reinforcement Learning.” In: Proceedings of ICML 2000.
1998
- (Friedman et al., 1998) ⇒ Nir Friedman, Kevin P. Murphy, and Stuart J. Russell. (1998). “Learning the Structure of Dynamic Probabilistic Networks.” In: Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence (UAI 1998)
1997
- (Friedman & Russell, 1997) ⇒ Nir Friedman, and Stuart J. Russell. (1997). “Image Segmentation in Video Sequences: A Probabilistic Approach.” In: Proceedings of the Thirteenth conference on Uncertainty in artificial intelligence.
1995
- (Russell & Norvig, 1995) ⇒ Stuart J. Russell, and Peter Norvig. (1995). “Artificial Intelligence: a modern approach.” Prentice-Hall ISBN:0131038052
- (Kanazawa et al., 1995) ⇒ Keiji Kanazawa, Daphne Koller, and Stuart J. Russell. (1995). “Stochastic Simulation Algorithms for Dynamic Probabilistic Networks.” In: Proceedings of the Eleventh Conference on Uncertainty in Artificial Intelligence.
- (Russell et al., 1995) ⇒ Stuart J. Russell, John Binder, Daphne Koller, and Keiji Kanazawa. (1995). “Local learning in probabilistic networks with hidden variables.” In: Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence .