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
2024
- (Bengio, Hinton et al., 2024) ⇒ Yoshua Bengio, Geoffrey Hinton, Andrew Yao, Dawn Song, Pieter Abbeel, Trevor Darrell, Yuval Noah Harari, Ya-Qin Zhang, Lan Xue, Shai Shalev-Shwartz, Gillian Hadfield, Jeff Clune, Tegan Maharaj, Frank Hutter, Atılım Güneş Baydin, Sheila McIlraith, Qiqi Gao, Ashwin Acharya, David Krueger, Anca Dragan, Philip Torr, Stuart Russell, Daniel Kahneman, Jan Brauner, and Sören Mindermann. (2024). “Managing Extreme AI Risks Amid Rapid Progress.” In: Science. 10.1126/science.adn0117 doi: 10.1126/science.adn0117
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 .