Laura Wynter

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 44

Top Topics

Public Transport

Sensor Placement

Reinforcement Learning

Variational Bayesian Inference

Top Venues

Publications

Achintya Kundu, Fabian Lim, Aaron Chew, Laura Wynter, Penny Chong, Rhui Dih Lee
Efficiently Distilling LLMs for Edge Applications. CoRR (2024)
Achintya Kundu, Rhui Dih Lee, Laura Wynter, Raghu Kiran Ganti, Mayank Mishra
Enhancing Training Efficiency Using Packing with Flash Attention. CoRR (2024)
Achintya Kundu, Laura Wynter, Rhui Dih Lee, Luis Angel D. Bathen
Transfer-Once-For-All: AI Model Optimization for Edge. EDGE (2023)
Luis Angel D. Bathen, Simeon Babatunde, Rhui Dih Lee, Achintya Kundu, Laura Wynter
M3: Towards Efficient Mixed Machine Learning Model Co-Location on Constrained Edge Devices. MILCOM (2023)
Penny Chong, Laura Wynter, Bharathi Chaudhury
Multimodal Deep Learning with Boosted Trees for Edge Inference. ICDM (Workshops) (2023)
Achintya Kundu, Laura Wynter, Rhui Dih Lee, Luis Angel D. Bathen
TOFA: Transfer-Once-for-All. CoRR (2023)
Zhikun Yuen, Paula Branco, Aaron Chew, Guy-Vincent Jourdan, Fabian Lim, Laura Wynter
Are GNNs the Right Tool to Mine the Blockchain? The Case of the Bitcoin Generator Scam. DSAA (2023)
Supriyo Ghosh, Laura Wynter, Shiau Hong Lim, Duc Thien Nguyen
Neural-progressive hedging: Enforcing constraints in reinforcement learning with stochastic programming. UAI (2022)
Yu Chin, Fabian Lim, Laura Wynter, Shiau Hong Lim
Order Constraints in Optimal Transport. ICML (2022)
Supriyo Ghosh, Laura Wynter, Shiau Hong Lim, Duc Thien Nguyen
Neural-Progressive Hedging: Enforcing Constraints in Reinforcement Learning with Stochastic Programming. CoRR (2022)
Shiau Hong Lim, Laura Wynter
Q2R: A Query-to-Resolution System for Natural-Language Queries. NAACL-HLT (Industry Papers) (2022)
Achintya Kundu, Pengqian Yu, Laura Wynter, Shiau Hong Lim
Robustness and Personalization in Federated Learning: A Unified Approach via Regularization. EDGE (2022)
Antoine Grosnit, Desmond Cai, Laura Wynter
Decentralized Deterministic Multi-Agent Reinforcement Learning. CoRR (2021)
Desmond Cai, Shiau Hong Lim, Laura Wynter
Efficient Reinforcement Learning in Resource Allocation Problems Through Permutation Invariant Multi-task Learning. CDC (2021)
Duc Thien Nguyen, Shiau Hong Lim, Laura Wynter, Desmond Cai
Probabilistic Inference for Learning from Untrusted Sources. CoRR (2021)
Antoine Grosnit, Desmond Cai, Laura Wynter
Decentralized Deterministic Multi-Agent Reinforcement Learning. CDC (2021)
Fabian Lim, Laura Wynter, Shiau Hong Lim
Order Constraints in Optimal Transport. CoRR (2021)
Supriyo Ghosh, Sean Laguna, Shiau Hong Lim, Laura Wynter, Hasan Poonawala
A Deep Ensemble Method for Multi-Agent Reinforcement Learning: A Case Study on Air Traffic Control. ICAPS (2021)
Desmond Cai, Shiau Hong Lim, Laura Wynter
Efficient Reinforcement Learning in Resource Allocation Problems Through Permutation Invariant Multi-task Learning. CoRR (2021)
Pengqian Yu, Laura Wynter, Shiau Hong Lim
Fed+: A Family of Fusion Algorithms for Federated Learning. CoRR (2020)
Desmond Cai, Duc Thien Nguyen, Shiau Hong Lim, Laura Wynter
Variational Bayesian Inference for Crowdsourcing Predictions. CoRR (2020)
Heiko Ludwig, Nathalie Baracaldo, Gegi Thomas, Yi Zhou, Ali Anwar, Shashank Rajamoni, Yuya Jeremy Ong, Jayaram Radhakrishnan, Ashish Verma, Mathieu Sinn, Mark Purcell, Ambrish Rawat, Tran Ngoc Minh, Naoise Holohan, Supriyo Chakraborty, Shalisha Witherspoon, Dean Steuer, Laura Wynter, Hifaz Hassan, Sean Laguna, Mikhail Yurochkin, Mayank Agarwal, Ebube Chuba, Annie Abay
IBM Federated Learning: an Enterprise Framework White Paper V0.1. CoRR (2020)
Desmond Cai, Duc Thien Nguyen, Shiau Hong Lim, Laura Wynter
Variational Bayesian Inference for Crowdsourcing Predictions. CDC (2020)
Supriyo Ghosh, Sean Laguna, Shiau Hong Lim, Laura Wynter, Hasan Poonawala
A Deep Ensemble Multi-Agent Reinforcement Learning Approach for Air Traffic Control. CoRR (2020)
Gavin Yeo, Shiau Hong Lim, Laura Wynter, Hifaz Hassan
MPA-IBM Project SAFER: Sense-Making Analytics for Maritime Event Recognition. INFORMS J. Appl. Anal. 49 (4) (2019)
Jingfeng Zhang, Bo Han, Laura Wynter, Kian Hsiang Low, Mohan S. Kankanhalli
Towards Robust ResNet: A Small Step but A Giant Leap. CoRR (2019)
Sebastien Blandin, Laura Wynter, Hasan Poonawala, Sean Laguna, Basile Dura
FASTER: Fusion AnalyticS for public Transport Event Response. AAMAS (2019)
Baoyang Song, Hasan Poonawala, Laura Wynter, Sebastien Blandin
Robust commuter movement inference from connected mobile devices. CoRR (2019)
Sebastien Blandin, Laura Wynter, Hasan Poonawala, Sean Laguna, Basile Dura
FASTER: Fusion AnalyticS for public Transport Event Response. CoRR (2019)
Jingfeng Zhang, Bo Han, Laura Wynter, Bryan Kian Hsiang Low, Mohan S. Kankanhalli
Towards Robust ResNet: A Small Step but a Giant Leap. IJCAI (2019)
Shiau Hong Lim, Hasan Poonawala, Laura Wynter
Combining Micro and Macro Features for Online Pattern-of-Life Movement Prediction. ICDM Workshops (2019)
Karthik Nandakumar, Sebastien Blandin, Laura Wynter
High-frequency crowd insights for public safety and congestion control. CoRR (2019)
Marc Jourdan, Sebastien Blandin, Laura Wynter, Pralhad Deshpande
A Probabilistic Model of the Bitcoin Blockchain. CVPR Workshops (2019)
Marc Jourdan, Sebastien Blandin, Laura Wynter, Pralhad Deshpande
Characterizing Entities in the Bitcoin Blockchain. ICDM Workshops (2018)
Jingfeng Zhang, Laura Wynter
Smooth Inter-layer Propagation of Stabilized Neural Networks for Classification. CoRR (2018)
Marc Jourdan, Sebastien Blandin, Laura Wynter, Pralhad Deshpande
A Probabilistic Model of the Bitcoin Blockchain. CoRR (2018)
Marc Jourdan, Sebastien Blandin, Laura Wynter, Pralhad Deshpande
Characterizing Entities in the Bitcoin Blockchain. CoRR (2018)
Baoyang Song, Hasan Poonawala, Laura Wynter, Sebastien Blandin
Robust Commuter Movement Inference from Connected Mobile Devices. ICDM Workshops (2018)
Soham Ghosh, Muhammad Tayyab Asif, Laura Wynter
Denoising autoencoders for fast real-time traffic estimation on urban road networks. CDC (2017)
Baoyang Song, Laura Wynter
Real-time public transport service-level monitoring using passive WiFi: a spectral clustering approach for train timetable estimation. CoRR (2017)
Truc Viet Le, Baoyang Song, Laura Wynter
Real-time prediction of length of stay using passive Wi-Fi sensing. ICC (2017)
Hasan Poonawala, Vinay Kolar, Sebastien Blandin, Laura Wynter, Sambit Sahu
Singapore in Motion: Insights on Public Transport Service Level Through Farecard and Mobile Data Analytics. KDD (2016)
Saif Eddin G. Jabari, Laura Wynter
Sensor placement with time-to-detection guarantees. EURO J. Transp. Logist. 5 (4) (2016)
Lucie Desfontaines, Laura Wynter
Optimal decentralized queuing system with diversion: Using incentives to influence behavior. CDC (2016)
Yuye He, Sebastien Blandin, Laura Wynter, Barry M. Trager
Analysis and Real-Time Prediction of Local Incident Impact on Transportation Networks. ICDM Workshops (2014)
Jingrui He, Wei Shen, Phani Divakaruni, Laura Wynter, Rick Lawrence
Improving Traffic Prediction with Tweet Semantics. IJCAI (2013)
Wei Shen, Laura Wynter
Real-time road traffic fusion and prediction with GPS and fixed-sensor data. FUSION (2012)
Tansu Alpcan, Rachid El Azouzi, Nahum Shimkin, Laura Wynter
Guest Editorial - Special Issue on Game Theory in Communication Networks. Telecommun. Syst. 47 (1-2) (2011)
Wei Shen, Yiannis Kamarianakis, Laura Wynter, Jingrui He, Qing He, Rick Lawrence, Grzegorz Swirszcz
Traffic Velocity Prediction Using GPS Data: IEEE ICDM Contest Task 3 Report. ICDM Workshops (2010)
Jingrui He, Qing He, Grzegorz Swirszcz, Yiannis Kamarianakis, Rick Lawrence, Wei Shen, Laura Wynter
Ensemble-Based Method for Task 2: Predicting Traffic Jam. ICDM Workshops (2010)
Tieming Liu, Chinnatat Methapatara, Laura Wynter
Revenue management model for on-demand IT services. Eur. J. Oper. Res. 207 (1) (2010)
Parijat Dube, Zhen Liu, Laura Wynter, Cathy H. Xia
Competitive equilibrium in e-commerce: Pricing and outsourcing. Comput. Oper. Res. 34 (12) (2007)
Parijat Dube, Corinne Touati, Laura Wynter
Capacity planning, quality of service and price wars. SIGMETRICS Perform. Evaluation Rev. 35 (3) (2007)
Eitan Altman, Thomas Boulogne, Rachid El Azouzi, Tania Jiménez, Laura Wynter
A survey on networking games in telecommunications. Comput. Oper. Res. 33 (2006)
Zhen Liu, Laura Wynter, Cathy H. Xia, Fan Zhang
Parameter inference of queueing models for IT systems using end-to-end measurements. Perform. Evaluation 63 (1) (2006)
Dimitrios E. Pendarakis, Jeremy Silber, Laura Wynter
Autonomic Management of Stream Processing Applications via Adaptive Bandwidth Control. ICDCS (2006)
Zhen Liu, Vishal Misra, Laura Wynter
Dynamic offloading in a multi-provider environment: a behavioral framework for use in influencing peering. CCGRID (2004)
Laura Wynter, Cathy H. Xia, Fan Zhang
Parameter inference of queueing models for IT systems using end-to-end measurements. SIGMETRICS (2004)
Corinne Touati, Parijat Dube, Laura Wynter
Performance Planning, Quality-of-Service, and Pricing under Competition. NETWORKING (2004)
Patrice Marcotte, Laura Wynter
A New Look at the Multiclass Network Equilibrium Problem. Transp. Sci. 38 (3) (2004)
Laura Wynter
Optimizing Proportionally Fair Prices. Telecommun. Syst. 27 (1) (2004)
Yezekael Hayel, Laura Wynter, Parijat Dube
Analysis of a Yield Managementmodel for on Demand Computing Centers. I3E (2004)
Parijat Dube, Zhen Liu, Laura Wynter, Cathy H. Xia
Outsourcing and price-QoS equilibrium for e-commerce and Internet firms: IT on-demand. CDC (2003)
Zhen Liu, Laura Wynter, Cathy H. Xia
Usage-based versus flat pricing for e-business services with differentiated QoS. CEC (2003)
Zhen Liu, Laura Wynter, Cathy H. Xia
Pricing and QoS of information services in a competitive market (extended abstract). EC (2003)
Mustapha Bouhtou, Madiagne Diallo, Laura Wynter
Capacitated Network Revenue Management through Shadow Pricing. Networked Group Communication (2003)
Michael Patriksson, Laura Wynter
Stochastic mathematical programs with equilibrium constraints. Oper. Res. Lett. 25 (4) (1999)
Frank Southworth, Laura Wynter
Bibliographic Section. Transp. Sci. 30 (3) (1996)