Algorithms - Microsoft Research

Video

Modeling User Experience in Games: Lessons Learned

September 3, 2019 | Georgios Yannakakis

How is player experience best labelled and, in turn, captured by a computational model? Which machine learning methods seem to be more appropriate for the task? What are the challenges of processing player demonstrations? In…

Video: Modeling User Experience in Games: Lessons Learned

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Publication

Enhancements for Audio-only Diarization Systems

Dimitrios Dimitriadis

September 2019

Project

Publication

Fast enumeration of non-isomorphic chemical reaction networks

Carlo Spaccasassi, Boyan Yordanov, Andrew Phillips, Neil Dalchau

Computational Methods for Systems Biology (CMSB) | September 2019

Editor(s): Luca Bortolussi, Guido Sanguinetti

Project

Publication

Complete Submodularity Characterization in the Comparative Independent Cascade Model

Wei Chen, Hanrui Zhang

Theoretical Computer Science | September 2019, Vol 786(27): pp. 78-87

Publication

Trace Reconstruction: Generalized and Parametrized

Akshay Krishnamurthy, Arya Mazumdar, Andrew McGregor, Soumyabrata Pal

European Symposium on Algorithms | September 2019

Publication

Stochastic One-Sided Full-Information Bandit

Haoyu Zhao, Wei Chen

Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD’2019) | September 2019

Video

Dashboard Mechanisms for Online Marketplaces

August 29, 2019 | Jason Hartline

We present a theoretical model for design and analysis of mechanisms for online marketplaces where a bidding dashboard enables the bid-optimization of long-lived agents. We assume that a good allocation algorithm exists when given the…