Algorithmic Crowdsourcing

Double or Nothing: Multiplicative Incentive Mechanisms for Crowdsourcing

Nihar B. Shah, Denny Zhou

Journal of Machine Learning Research | September 2016, 제 17 권(165): pp. 1-52

출판

Exact Exponent in Optimal Rates for Crowdsourcing

Chao Gao, Yu Lu, Denny Zhou

Proceedings of the 33rd International Conference on Machine Learning | June 2016

출판

No Oops, You Won’t Do It Again: Mechanisms for Self-correction in Crowdsourcing

Nihar Shah, Denny Zhou

Proceedings of the 33rd International Conference on Machine Learning | June 2016

출판

Spectral Methods meet EM: A Provably Optimal Algorithm for Crowdsourcing

Yuchen Zhang, Xi Chen, Denny Zhou, Michael L. Jordan

Journal of Machine Learning Research | January 2016, 제 17 권(102): pp. 1-44

출판

Double or Nothing: Multiplicative Incentive Mechanisms for Crowdsourcing

Nihar Bhadresh Shah, Denny Zhou

Advances in Neural Information Processing Systems 28 (NIPS 2015) | December 2015

출판

Approval Voting and Incentives in Crowdsourcing

Nihar Shah, Denny Zhou, Yuval Peres

Proceedings of The 32nd International Conference on Machine Learning | July 2015

출판

On the Impossibility of Convex Inference in Human Computation

Nihar B. Shah, Denny Zhou

Proceedings of the 29th AAAI Conference on Artificial Intelligence | January 2015

출판

Statistical Decision Making for Optimal Budget Allocation in Crowd Labeling

Xi Chen, Qihang Lin, Denny Zhou

Journal of Machine Learning Research | January 2015, 제 16 권: pp. 1-46

출판

Spectral Methods Meet EM: A Provably Optimal Algorithm for Crowdsourcing

Yuchen Zhang, Xi Chen, Denny Zhou, Michael L. Jordan

December 2014

출판

Aggregating Ordinal Labels from Crowds by Minimax Conditional Entropy

Denny Zhou, Qiang Liu, John Platt, Chris Meek

Proceedings of the 31st International Conference on Machine Learning (ICML) | June 2014

Proceedings of the 31st International Conference on Machine Learning (ICML)

출판 출판

Optimistic Knowledge Gradient Policy for Optimal Budget Allocation in Crowdsourcing

Xi Chen, Qihang Lin, Denny Zhou

Proceedings of the 30th International Conference on Machine Learning (ICML) | June 2013

출판

Learning from the Wisdom of Crowds by Minimax Entropy

Denny Zhou, John C. Platt, Sumit Basu, Yi Mao

Advances in Neural Information Processing Systems (NIPS) | December 2012

Advances in Neural Information Processing Systems (NIPS)

출판 출판

Double or Nothing: Multiplicative Incentive Mechanisms for Crowdsourcing

Nihar B. Shah, Denny Zhou

Journal of Machine Learning Research | September 2016, 제 17 권(165): pp. 1-52

출판

Exact Exponent in Optimal Rates for Crowdsourcing

Chao Gao, Yu Lu, Denny Zhou

Proceedings of the 33rd International Conference on Machine Learning | June 2016

출판

No Oops, You Won’t Do It Again: Mechanisms for Self-correction in Crowdsourcing

Nihar Shah, Denny Zhou

Proceedings of the 33rd International Conference on Machine Learning | June 2016

출판

Spectral Methods meet EM: A Provably Optimal Algorithm for Crowdsourcing

Yuchen Zhang, Xi Chen, Denny Zhou, Michael L. Jordan

Journal of Machine Learning Research | January 2016, 제 17 권(102): pp. 1-44

출판

Double or Nothing: Multiplicative Incentive Mechanisms for Crowdsourcing

Nihar Bhadresh Shah, Denny Zhou

Advances in Neural Information Processing Systems 28 (NIPS 2015) | December 2015

출판

Approval Voting and Incentives in Crowdsourcing

Nihar Shah, Denny Zhou, Yuval Peres

Proceedings of The 32nd International Conference on Machine Learning | July 2015

출판

On the Impossibility of Convex Inference in Human Computation

Nihar B. Shah, Denny Zhou

Proceedings of the 29th AAAI Conference on Artificial Intelligence | January 2015

출판

Statistical Decision Making for Optimal Budget Allocation in Crowd Labeling

Xi Chen, Qihang Lin, Denny Zhou

Journal of Machine Learning Research | January 2015, 제 16 권: pp. 1-46

출판

Spectral Methods Meet EM: A Provably Optimal Algorithm for Crowdsourcing

Yuchen Zhang, Xi Chen, Denny Zhou, Michael L. Jordan

December 2014

출판

Aggregating Ordinal Labels from Crowds by Minimax Conditional Entropy

Denny Zhou, Qiang Liu, John Platt, Chris Meek

Proceedings of the 31st International Conference on Machine Learning (ICML) | June 2014

Proceedings of the 31st International Conference on Machine Learning (ICML)

출판 출판

Optimistic Knowledge Gradient Policy for Optimal Budget Allocation in Crowdsourcing

Xi Chen, Qihang Lin, Denny Zhou

Proceedings of the 30th International Conference on Machine Learning (ICML) | June 2013

출판

Learning from the Wisdom of Crowds by Minimax Entropy

Denny Zhou, John C. Platt, Sumit Basu, Yi Mao

Advances in Neural Information Processing Systems (NIPS) | December 2012

Advances in Neural Information Processing Systems (NIPS)

출판 출판

On the Impossibility of Convex Inference in Human Computation

Nihar B. Shah, Denny Zhou

Proceedings of the 29th AAAI Conference on Artificial Intelligence | January 2015

출판

On the Impossibility of Convex Inference in Human Computation

Nihar B. Shah, Denny Zhou

Proceedings of the 29th AAAI Conference on Artificial Intelligence | January 2015

출판

On the Impossibility of Convex Inference in Human Computation

Nihar B. Shah, Denny Zhou

Proceedings of the 29th AAAI Conference on Artificial Intelligence | January 2015

출판

On the Impossibility of Convex Inference in Human Computation

Nihar B. Shah, Denny Zhou

Proceedings of the 29th AAAI Conference on Artificial Intelligence | January 2015

출판

Double or Nothing: Multiplicative Incentive Mechanisms for Crowdsourcing

Nihar B. Shah, Denny Zhou

Journal of Machine Learning Research | September 2016, 제 17 권(165): pp. 1-52

출판

Exact Exponent in Optimal Rates for Crowdsourcing

Chao Gao, Yu Lu, Denny Zhou

Proceedings of the 33rd International Conference on Machine Learning | June 2016

출판

No Oops, You Won’t Do It Again: Mechanisms for Self-correction in Crowdsourcing

Nihar Shah, Denny Zhou

Proceedings of the 33rd International Conference on Machine Learning | June 2016

출판

Double or Nothing: Multiplicative Incentive Mechanisms for Crowdsourcing

Nihar Bhadresh Shah, Denny Zhou

Advances in Neural Information Processing Systems 28 (NIPS 2015) | December 2015

출판

Approval Voting and Incentives in Crowdsourcing

Nihar Shah, Denny Zhou, Yuval Peres

Proceedings of The 32nd International Conference on Machine Learning | July 2015

출판

On the Impossibility of Convex Inference in Human Computation

Nihar B. Shah, Denny Zhou

Proceedings of the 29th AAAI Conference on Artificial Intelligence | January 2015

출판

Spectral Methods Meet EM: A Provably Optimal Algorithm for Crowdsourcing

Yuchen Zhang, Xi Chen, Denny Zhou, Michael L. Jordan

December 2014

출판

Aggregating Ordinal Labels from Crowds by Minimax Conditional Entropy

Denny Zhou, Qiang Liu, John Platt, Chris Meek

Proceedings of the 31st International Conference on Machine Learning (ICML) | June 2014

Proceedings of the 31st International Conference on Machine Learning (ICML)

출판 출판

Optimistic Knowledge Gradient Policy for Optimal Budget Allocation in Crowdsourcing

Xi Chen, Qihang Lin, Denny Zhou

Proceedings of the 30th International Conference on Machine Learning (ICML) | June 2013

출판

Learning from the Wisdom of Crowds by Minimax Entropy

Denny Zhou, John C. Platt, Sumit Basu, Yi Mao

Advances in Neural Information Processing Systems (NIPS) | December 2012

Advances in Neural Information Processing Systems (NIPS)

출판 출판

Double or Nothing: Multiplicative Incentive Mechanisms for Crowdsourcing

Nihar B. Shah, Denny Zhou

Journal of Machine Learning Research | September 2016, 제 17 권(165): pp. 1-52

출판

Spectral Methods meet EM: A Provably Optimal Algorithm for Crowdsourcing

Yuchen Zhang, Xi Chen, Denny Zhou, Michael L. Jordan

Journal of Machine Learning Research | January 2016, 제 17 권(102): pp. 1-44

출판

Statistical Decision Making for Optimal Budget Allocation in Crowd Labeling

Xi Chen, Qihang Lin, Denny Zhou

Journal of Machine Learning Research | January 2015, 제 16 권: pp. 1-46

출판