Algorithmic Crowdsourcing

設立年月日:February 1, 2012年

出版物

表示方法:

- Double or Nothing: Multiplicative Incentive Mechanisms for Crowdsourcing
  
  Nihar B. Shah, Denny Zhou
  
  Journal of Machine Learning Research | September 2016, 巻17(165): pp. 1-52
  
  公開日
- Exact Exponent in Optimal Rates for Crowdsourcing
  
  Chao Gao, Yu Lu, Denny Zhou
  
  Proceedings of the 33rd International Conference on Machine Learning | June 2016
  
  公開日
- 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
  
  公開日
- 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, 巻17(102): pp. 1-44
  
  公開日
- Double or Nothing: Multiplicative Incentive Mechanisms for Crowdsourcing
  
  Nihar Bhadresh Shah, Denny Zhou
  
  Advances in Neural Information Processing Systems 28 (NIPS 2015) | December 2015
  
  公開日
- Approval Voting and Incentives in Crowdsourcing
  
  Nihar Shah, Denny Zhou, Yuval Peres
  
  Proceedings of The 32nd International Conference on Machine Learning | July 2015
  
  公開日
- 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
  
  公開日
- Statistical Decision Making for Optimal Budget Allocation in Crowd Labeling
  
  Xi Chen, Qihang Lin, Denny Zhou
  
  Journal of Machine Learning Research | January 2015, 巻16: pp. 1-46
  
  公開日
- Spectral Methods Meet EM: A Provably Optimal Algorithm for Crowdsourcing
  
  Yuchen Zhang, Xi Chen, Denny Zhou, Michael L. Jordan
  
  December 2014
  
  公開日
- 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)
  
  公開日公開日
- 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
  
  公開日
- 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)
  
  公開日公開日

- Double or Nothing: Multiplicative Incentive Mechanisms for Crowdsourcing
  
  Nihar B. Shah, Denny Zhou
  
  Journal of Machine Learning Research | September 2016, 巻17(165): pp. 1-52
  
  公開日
- Exact Exponent in Optimal Rates for Crowdsourcing
  
  Chao Gao, Yu Lu, Denny Zhou
  
  Proceedings of the 33rd International Conference on Machine Learning | June 2016
  
  公開日
- 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
  
  公開日
- 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, 巻17(102): pp. 1-44
  
  公開日
- Double or Nothing: Multiplicative Incentive Mechanisms for Crowdsourcing
  
  Nihar Bhadresh Shah, Denny Zhou
  
  Advances in Neural Information Processing Systems 28 (NIPS 2015) | December 2015
  
  公開日
- Approval Voting and Incentives in Crowdsourcing
  
  Nihar Shah, Denny Zhou, Yuval Peres
  
  Proceedings of The 32nd International Conference on Machine Learning | July 2015
  
  公開日
- 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
  
  公開日
- Statistical Decision Making for Optimal Budget Allocation in Crowd Labeling
  
  Xi Chen, Qihang Lin, Denny Zhou
  
  Journal of Machine Learning Research | January 2015, 巻16: pp. 1-46
  
  公開日
- Spectral Methods Meet EM: A Provably Optimal Algorithm for Crowdsourcing
  
  Yuchen Zhang, Xi Chen, Denny Zhou, Michael L. Jordan
  
  December 2014
  
  公開日
- 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)
  
  公開日公開日
- 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
  
  公開日
- 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)
  
  公開日公開日
- 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
  
  公開日
- 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
  
  公開日
- 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
  
  公開日
- 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
  
  公開日
- Double or Nothing: Multiplicative Incentive Mechanisms for Crowdsourcing
  
  Nihar B. Shah, Denny Zhou
  
  Journal of Machine Learning Research | September 2016, 巻17(165): pp. 1-52
  
  公開日

- Exact Exponent in Optimal Rates for Crowdsourcing
  
  Chao Gao, Yu Lu, Denny Zhou
  
  Proceedings of the 33rd International Conference on Machine Learning | June 2016
  
  公開日
- 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
  
  公開日
- Double or Nothing: Multiplicative Incentive Mechanisms for Crowdsourcing
  
  Nihar Bhadresh Shah, Denny Zhou
  
  Advances in Neural Information Processing Systems 28 (NIPS 2015) | December 2015
  
  公開日
- Approval Voting and Incentives in Crowdsourcing
  
  Nihar Shah, Denny Zhou, Yuval Peres
  
  Proceedings of The 32nd International Conference on Machine Learning | July 2015
  
  公開日
- 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
  
  公開日
- Spectral Methods Meet EM: A Provably Optimal Algorithm for Crowdsourcing
  
  Yuchen Zhang, Xi Chen, Denny Zhou, Michael L. Jordan
  
  December 2014
  
  公開日
- 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)
  
  公開日公開日
- 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
  
  公開日
- 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)
  
  公開日公開日
- Double or Nothing: Multiplicative Incentive Mechanisms for Crowdsourcing
  
  Nihar B. Shah, Denny Zhou
  
  Journal of Machine Learning Research | September 2016, 巻17(165): pp. 1-52
  
  公開日
- 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, 巻17(102): pp. 1-44
  
  公開日
- Statistical Decision Making for Optimal Budget Allocation in Crowd Labeling
  
  Xi Chen, Qihang Lin, Denny Zhou
  
  Journal of Machine Learning Research | January 2015, 巻16: pp. 1-46
  
  公開日

人数

John Plattの肖像

John Platt

Principal Scientist

Google

詳細はこちら

Xi Chenの肖像

Xi Chen

Intern

CMU

詳細はこちら

Nihar Shahの肖像

Nihar Shah

Intern

UC Berkeley

詳細はこちら

Qiang Liuの肖像

Qiang Liu

Visiting Scholar

Dartmouth

詳細はこちら

Chao Gaoの肖像

Chao Gao

Intern

Yale

詳細はこちら

Tengyu Maの肖像

Tengyu Ma

Visiting Scholar

Princeton

詳細はこちら