James McInerney

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 15

Top Venues

University of Southampton, UK (PHD)

Education History

University of Southampton, UK

PHD

Publications

James McInerney, Nathan Kallus
Hessian-Free Laplace in Bayesian Deep Learning. CoRR (2024)
Alex Ayoub, Kaiwen Wang, Vincent Liu, Samuel Robertson, James McInerney, Dawen Liang, Nathan Kallus, Csaba Szepesvári
Switching the Loss Reduces the Cost in Batch Reinforcement Learning. CoRR (2024)
Ding Tong, Qifeng Qiao, Ting-Po Lee, James McInerney, Justin Basilico
Navigating the Feedback Loop in Recommender Systems: Insights and Strategies from Industry Practice. RecSys (2023)
Nathan Kallus, James McInerney
The Implicit Delta Method. NeurIPS (2022)
Nathan Kallus, James McInerney
The Implicit Delta Method. CoRR (2022)
James McInerney, Ehtsham Elahi, Justin Basilico, Yves Raimond, Tony Jebara
Accordion: A Trainable Simulator forLong-Term Interactive Systems. RecSys (2021)
James McInerney, Nathan Kallus
Residual Overfit Method of Exploration. CoRR (2021)
James McInerney, Brian Brost, Praveen Chandar, Rishabh Mehrotra, Benjamin A. Carterette
Counterfactual Evaluation of Slate Recommendations with Sequential Reward Interactions. KDD (2020)
James McInerney, Brian Brost, Praveen Chandar, Rishabh Mehrotra, Ben Carterette
Counterfactual Evaluation of Slate Recommendations with Sequential Reward Interactions. CoRR (2020)
Alois Gruson, Praveen Chandar, Christophe Charbuillet, James McInerney, Samantha Hansen, Damien Tardieu, Ben Carterette
Offline Evaluation to Make Decisions About PlaylistRecommendation Algorithms. WSDM (2019)
James McInerney, Benjamin Lacker, Samantha Hansen, Karl Higley, Hugues Bouchard, Alois Gruson, Rishabh Mehrotra
Explore, exploit, and explain: personalizing explainable recommendations with bandits. RecSys (2018)
Rishabh Mehrotra, James McInerney, Hugues Bouchard, Mounia Lalmas, Fernando Diaz
Towards a Fair Marketplace: Counterfactual Evaluation of the trade-off between Relevance, Fairness & Satisfaction in Recommendation Systems. CIKM (2018)
James McInerney
An Empirical Bayes Approach to Optimizing Machine Learning Algorithms. NIPS (2017)
Dawen Liang, Laurent Charlin, James McInerney, David M. Blei
Modeling User Exposure in Recommendation. WWW (2016)
Stephan Mandt, James McInerney, Farhan Abrol, Rajesh Ranganath, David M. Blei
Variational Tempering. AISTATS (2016)
Dawen Liang, Laurent Charlin, James McInerney, David M. Blei
Modeling User Exposure in Recommendation. CoRR (2015)
James McInerney, Rajesh Ranganath, David M. Blei
The Population Posterior and Bayesian Modeling on Streams. NIPS (2015)
Laurent Charlin, Rajesh Ranganath, James McInerney, David M. Blei
Dynamic Poisson Factorization. RecSys (2015)
Laurent Charlin, Rajesh Ranganath, James McInerney, David M. Blei
Dynamic Poisson Factorization. CoRR (2015)
Iyad Rahwan, Sohan Dsouza, Alex Rutherford, Victor Naroditskiy, James McInerney, Matteo Venanzi, Nicholas R. Jennings, Manuel Cebrián
Global Manhunt Pushes the Limits of Social Mobilization. Computer 46 (4) (2013)
James McInerney, Jiangchuan Zheng, Alex Rogers, Nicholas R. Jennings
Modelling heterogeneous location habits in human populations for location prediction under data sparsity. UbiComp (2013)
Alex Rutherford, Manuel Cebrián, Iyad Rahwan, Sohan Dsouza, James McInerney, Victor Naroditskiy, Matteo Venanzi, Nicholas R. Jennings, J. R. deLara, Eero Wahlstedt, Steven U. Miller
Targeted Social Mobilisation in a Global Manhunt CoRR (2013)
James McInerney, Alex Rogers, Nicholas R. Jennings
Learning Periodic Human Behaviour Models from Sparse Data for Crowdsourcing Aid Delivery in Developing Countries. CoRR (2013)
Ngoc Cuong Truong, James McInerney, Long Tran-Thanh, Enrico Costanza, Sarvapali D. Ramchurn
Forecasting Multi-Appliance Usage for Smart Home Energy Management. IJCAI (2013)
James McInerney, Sebastian Stein, Alex Rogers, Nicholas R. Jennings
Breaking the habit: Measuring and predicting departures from routine in individual human mobility. Pervasive Mob. Comput. 9 (6) (2013)
James McInerney, Alex Rogers, Nicholas R. Jennings
Learning Periodic Human Behaviour Models from Sparse Data for Crowdsourcing Aid Delivery in Developing Countries. UAI (2013)
James McInerney, Alex Rogers, Nicholas R. Jennings
Improving location prediction services for new users with probabilistic latent semantic analysis. UbiComp (2012)

James McInerney.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

James McInerney