Joachims, Thorsten
- MOReL : Model-Based Offline Reinforcement Learning
2020/05/12 by Rahul Kidambi, Kidambi, Rahul, Aravind Rajeswaran +5 · 45 citations
Computer Science · #Reinforcement Learning in Robotics #Adversarial Robustness in Machine Learning #Data Stream Mining Techniques
- Recommendations as Treatments: Debiasing Learning and Evaluation
2016/02/17 by Schnabel, Tobias, Swaminathan, Adith, Singh, Ashudeep +2 · 26 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- Unbiased Learning-to-Rank with Biased Feedback
2016/08/16 by Thorsten Joachims, Joachims, Thorsten, Adith Swaminathan +3 · 22 citations
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Machine Learning (cs.LG) #Machine Learning and Algorithms #Optimization and Search Problems
- Counterfactual Risk Minimization: Learning from Logged Bandit Feedback
2015/02/09 by Adith Swaminathan, Thorsten Joachims, Swaminathan, Adith +1 · 14 citations
Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Machine Learning and Algorithms #Machine Learning and Data Classification
- Learning Preferences for Manipulation Tasks from Online Coactive\n Feedback
2016/01/05 by Ashesh Jain, Jain, Ashesh, Shikhar Sharma +5 · 5 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Optimization and Search Problems #Reinforcement Learning in Robotics #Robotics (cs.RO)
- Policy Learning for Fairness in Ranking
2019/02/11 by Ashudeep Singh, Singh, Ashudeep, Thorsten Joachims +1 · 5 citations
Computer Science · Decision Sciences · #Auction Theory and Applications #Computers and Society (cs.CY) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data
- Reducing Dueling Bandits to Cardinal Bandits
2014/05/14 by Nir Ailon, Thorsten Joachims, Ailon, Nir +3 · 4 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms
- Methods for Ordinal Peer Grading
2014/04/14 by Karthik Raman, Thorsten Joachims, Raman, Karthik +1 · 3 citations
Computer Science · Social Sciences · Engineering · #Machine Learning and Algorithms #Student Assessment and Feedback #Non-Destructive Testing Techniques
- REBEL: Reinforcement Learning via Regressing Relative Rewards
2024/04/25 by Zhaolin Gao, Jonathan Chang, Gao, Zhaolin +17 · 8 citations
Computer Science · #Reinforcement Learning in Robotics
- Fairness of Exposure in Stochastic Bandits
2021/03/03 by Wang, Lequn, Bai, Yiwei, Sun, Wen +1 · 3 citations
#FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- Learning Trajectory Preferences for Manipulators via Iterative Improvement
2013/06/26 by Jain, Ashesh, Wojcik, Brian, Joachims, Thorsten +1 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Robotics (cs.RO)
- Language-Based User Profiles for Recommendation
2024/02/23 by Zhou, Joyce, Dai, Yijia, Joachims, Thorsten · 5 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- End-to-end Training for Recommendation with Language-based User Profiles
2024/10/24 by Zhaolin Gao, Gao, Zhaolin, Joyce Zhou +5 · 6 citations
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning in Healthcare #Recommender Systems and Techniques #Topic Modeling
- Off-Policy Evaluation for Large Action Spaces via Embeddings
2022/02/13 by Saito, Yuta, Joachims, Thorsten · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Fairness in Ranking under Uncertainty
2021/07/14 by Ashudeep Singh, David Kempe, Singh, Ashudeep +3 · 2 citations
Decision Sciences · Economics, Econometrics and Finance · #Auction Theory and Applications #Game Theory and Voting Systems #Game Theory and Applications
- Minimally Invasive Randomization for Collecting Unbiased Preferences from Clickthrough Logs
2006/05/09 by Radlinski, Filip, Joachims, Thorsten · 1 citation
#FOS: Computer and information sciences #H.3.3 #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- Online Structured Prediction via Coactive Learning
2012/05/18 by Pannagadatta K. Shivaswamy, Thorsten Joachims, Shivaswamy, Pannaga +1 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning and Algorithms
- Off-Policy Evaluation for Large Action Spaces via Conjunct Effect Modeling
2023/05/14 by Saito, Yuta, Ren, Qingyang, Joachims, Thorsten · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Using Shortlists to Support Decision Making and Improve Recommender\n System Performance
2015/10/26 by Tobias Schnabel, Paul N. Bennett, Schnabel, Tobias +5 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning and Algorithms #Recommender Systems and Techniques
- Large-scale Validation of Counterfactual Learning Methods: A Test-Bed
2016/12/01 by Lefortier, Damien, Swaminathan, Adith, Gu, Xiaotao +2 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Optimizing Rankings for Recommendation in Matching Markets
2021/06/03 by Yi Su, Su, Yi, Magd Bayoumi +3 · 1 citation
Decision Sciences · Economics, Econometrics and Finance · #Advanced Bandit Algorithms Research #Auction Theory and Applications #FOS: Computer and information sciences #Game Theory and Voting Systems #Information Retrieval (cs.IR)
- Improving Screening Processes via Calibrated Subset Selection
2022/02/02 by Lequn Wang, Thorsten Joachims, Wang, Lequn +3 · 1 citation
Mathematics · Medicine · #Advanced Causal Inference Techniques #Census and Population Estimation #Computers and Society (cs.CY) #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Prompt Curriculum Learning for Efficient LLM Post-Training
2025/10/01 by Zhaolin Gao, Joongwon Kim, Gao, Zhaolin +11 · 6 citations
Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Higher Education Learning Practices #Machine Learning (cs.LG)
- Variance-Optimal Augmentation Logging for Counterfactual Evaluation in Contextual Bandits
2022/02/03 by Tucker, Aaron David, Joachims, Thorsten · 1 citation
#FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- Augmenting Holistic Review in University Admission using Natural Language Processing for Essays and Recommendation Letters
2023/06/30 by Lee, Jinsook, Thymes, Bradon, Zhou, Joyce +2 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Poor Alignment and Steerability of Large Language Models: Evidence from College Admission Essays
2025/03/25 by Jinsook Lee, AJ Alvero, Lee, Jinsook +5 · 2 citations
Medicine · Social Sciences · Computer Science · #Medical Education and Admissions #Names, Identity, and Discrimination Research #Text Readability and Simplification