publications

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* contributed equally.

  1. SIGIR
    Controlling Fairness and Bias in Dynamic Learning-to-Rank
    Marco Morik*, Ashudeep Singh*, Jessica Hong, and Thorsten Joachims
    In Proceedings of ACM SIGIR Conference on Research and Development in Information Retrieval, 2020. Best Paper Award
  2. RecSys Workshop
    Building Healthy Recommendation Sequences for Everyone: A Safe Reinforcement Learning Approach
    Ashudeep Singh, Yoni Halpern, Nithum Thain, Konstantina Christakopoulou, Ed H. Chi, Jilin Chen, and Alex Beutel
    In FAccTRec Workshop at ACM RecSyS, 2020.
  1. NeurIPS
    Policy learning for fairness in ranking
    Ashudeep Singh, and Thorsten Joachims
    In Neural Information Processing Systems (NeurIPS), 2019.
  1. KDD
    Fairness of Exposure in Rankings
    Ashudeep Singh, and Thorsten Joachims
    In In Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, London, UK, 2018.
  1. NeurIPS Workshop
    Equality of Opportunity in Rankings
    Ashudeep Singh, and Thorsten Joachims
    In Workshop On Prioritizing Online Content (WPOC) at NeurIPS, 2017.
  2. NeurIPS Workshop
    Learning item embeddings using biased feedback
    Ashudeep Singh, and Thorsten Joachims
    In NeurIPS Workshop on Causal Inference and Machine Learning for Intelligent Decision Making, 2017.
  1. ICML
    Recommendations as treatments: Debiasing learning and evaluation
    Tobias Schnabel, Adith Swaminathan, Ashudeep Singh, Navin Chandak, and Thorsten Joachims
    In International Conference on Machine Learning (ICML), 2016.
    1. Preprint
      A Semantic Approach to Summarization
      Divyanshu Bhartiya*, and Ashudeep Singh*
      arXiv preprint arXiv:1406.1203 2014.
    2. ITS
      Predicting student learning from conversational cues
      David Adamson, Akash Bharadwaj, Ashudeep Singh, Colin Ashe, David Yaron, and Carolyn P Rosé
      In International Conference on Intelligent Tutoring Systems (ITS), 2014.
    1. AIED
      Automatically generating discussion questions
      David Adamson, Divyanshu Bhartiya, Biman Gujral, Radhika Kedia, Ashudeep Singh, and Carolyn P. Rosé
      In International Conference on Artificial Intelligence in Education (AIED), 2013.