Patrick Jaillet - Research

main interests these days:

online optimization and learning problems

sequential decision-making under uncertainty

security and resilience in complex networks

applications: internet, transportation, market analytics, machine learning

research group:

current

Yan Dai, doctoral student, MIT ORC, 2024-now

Victor Gonzalez, doctoral student, MIT ORC, 2019-now

Rafael Hanashiro, doctoral student, MIT EECS, 2021-now

Owen (Wenchen) Shen, doctoral student, MIT ORC, 2023-now

Rachael Sim, doctoral student, NUS CS, Singapore, 2020-now

Ashkan Soleymani, doctoral student, MIT EECS, 2021-now

Jack (Daihan) Zhang, doctoral student, MIT ORC, 2023-now

Junhui Zhang, doctoral student, MIT ORC, 2021-now

Jerry (Zijie) Zhou, doctoral student, MIT ORC, 2021-now

recent

Zhongxiang Dai, post-doc, MIT EECS, 2024 (next, faculty, CUHK-Shenzhen, China)

Moise Blanchard, doctoral student, MIT ORC, 2019-24 (next, post-doc, Columbia University, then faculty, Georgia Tech, USA)

Sohil Shah, doctoral student, MIT ORC, 2018-24 (now, research scientist, Amazon, Seattle, USA)

Phong Nguyen, post-doc, MIT EECS, 2023-24 (now, research fellow, Deakin University, Australia)

Samuel Gilmour, doctoral student, MIT ORC, 2018-23 (now, data scientist, QuantCo, London, UK)

Chi Lam, doctoral student, NUS CS, Singapore, 2019-23 (now, quantitative researcher, Citadel Securities, Singapore)

Jason Liang, doctoral student, MIT ORC, 2018-23 (now, quantitative researcher, Citadel Securities, New York, USA)

Gauthier Guinet, master student, MIT ORC, 2020-22 (now, applied scientist, AWS, San Francisco, USA)

Zhongxiang Dai, doctoral student, NUS CS, Singapore, 2017-21 (next, faculty, CUHK-Shenzhen, China)

Phil Chodrow, doctoral student, MIT ORC, 2015-20 (now, faculty, Middlebury College, USA)

Julia Gaudio, doctoral student, MIT ORC, 2016-20 (now, faculty, Nortwestern University, USA)

Meghna Lowalekar, doctoral student, SMU SIS, Singapore, 2015-20 (now, data science consultant, THB, India)

Chunling Luo, post-doc, SMART, Singapore, 2019-20 (now, faculty, Xian Jiaotong-Liverpool University, China)

Tien Mai, post-doc scholar, SMART, Singapore, 2018-20 (now, faculty, SMU, Singapore)

Anatoliy Prokhorchuk, doctoral student, NTU EE, Singapore, 2016-20 (now, senior data scientist, Bolt, Estonia)

Haibin Yu, doctoral student, NUS CS, Singapore, 2014-20 (now, senior research engineer, Tencent, China)

Maximilien Burq, doctoral student, MIT ORC, 2014-19 (now, senior machine learning scientist, Tesorai, Switzerland)

Sebastien Martin, doctoral student, MIT ORC, 2014-19 (now, faculty, Kellog, Northwestern University, USA)

Konstantina Mellou, doctoral student, MIT ORC, 2014-19 (now, senior researcher, Microsoft Research, Redmond, USA)

Supriyo Ghosh, post-doc, SMART, Singapore, 2018 (now, senior applied research scientist, Microsoft Research, Bengaluru, India)

Phong Nguyen, doctoral student, NUS CS, Singapore, 2013-18 (now, research fellow, Deakin University, Australia)

Jie Chen, post-doc, SMART, Singapore, 2013-18 (now, faculty, Shenzhen University, China)

Virgile Galle, doctoral student, MIT ORC, 2013-18 (now, software engineer, Google, France)

Chong-Yang Goh, doctoral student, MIT ORC, 2012-18 (now, applied scientist, Uber, San Francisco, USA)

Arthur Flajolet, doctoral student, MIT ORC, 2013-17 (now, research scientist, InstaDeep Ltd, Paris, France)

Swati Gupta, doctoral student, MIT ORC, 2011-17 (now, faculty, Sloan, MIT, USA)

Nikita Korolko, doctoral student, MIT ORC, 2012-17 (now, quantitative researcher, Citadel Securities, Chicago, USA)

Dawsen Hwang, doctoral student, MIT EECS, 2011-16 (now, software engineer, Google, Chicago, USA)

Le Nguyen Hoang, post-doc, MIT, 2015 (now, president, Tournesol.app, Lausanne, Switzerland)

Sanjay Jena, post-doc, SMART, Singapore, 2014-15 (now, faculty, UQAM Montreal, Canada)

Ali Oran, post-doc, SMART, Singapore, 2011-15 (now, biostatistician, Oregon Health and Science University's Department of Surgery)

Maokai Lin, doctoral student, MIT ORC, 2009-15 (now, cto, Smarking, California, USA)

Andrew Mastin, doctoral student, MIT EECS, 2010-15 (now, operations research scientist, Lawrence Livermore National Laboratory, USA)

Yossiri Adulyasak, post-doc, SMART, Singapore, 2013-14 (now, faculty, HEC Montreal, Canada)

Vahideh Manshadi, post-doc, MIT EECS and ORC, 2011-14 (now, faculty, Yale University, USA)

Thibaut Vidal, post-doc, MIT EECS and ORC, 2013-14 (now, faculty, Ecole Polytechnique, Montreal, Canada)

Xin Lu, doctoral student, MIT ORC, 2009-13 (now, principal research scientist, Amazon, Seattle, USA)

Rico Zenklusen, post-doc, MIT EECS and Math, 2011-12 (now, faculty, Math, ETH Zurich, Switzerland)

current funding:

Air Force Office of Scientific Research (AFOSR): Learning Algorithms for Autonomous Security in (Mixed-) Autonomous Networks (2023-26)

AFOSR/NRO: Dynamic Resource Allocations without Monetary Transfers (2023-26)

AI Singapore: Toward Trustable Model-centric Sharing for Collaborative Machine Learning (2023-25)

Office of Naval Research (ONR): On Some Fundamental Tradeoffs in Optimization (2024-27)