Laura Wynter

According to our database, Laura Wynter authored at least 65 papers between 1996 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Collaboratively adding new knowledge to an LLM.

Rhui Dih Lee, Laura Wynter

CoRR, 2024

Flexible and Effective Mixing of Large Language Models into a Mixture of Domain Experts.

Rhui Dih Lee, Laura Wynter, Raghu Kiran Ganti

CoRR, 2024

Enhancing Training Efficiency Using Packing with Flash Attention.

Achintya Kundu, Rhui Dih Lee, Laura Wynter, Raghu Kiran Ganti, Mayank Mishra

CoRR, 2024

Efficiently Distilling LLMs for Edge Applications.

Achintya Kundu, Fabian Lim, Aaron Chew, Laura Wynter, Penny Chong, Rhui Dih Lee

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track, 2024

Transformer Models with Explainability for IT Telemetry and Business Events.

Shiau Hong Lim, Laura Wynter

Proceedings of the IEEE International Conference on Software Services Engineering, 2024

2023

TOFA: Transfer-Once-for-All.

Achintya Kundu, Laura Wynter, Rhui Dih Lee, Luis Angel D. Bathen

CoRR, 2023

M3: Towards Efficient Mixed Machine Learning Model Co-Location on Constrained Edge Devices.

Luis Angel D. Bathen, Simeon Babatunde, Rhui Dih Lee, Achintya Kundu, Laura Wynter

Proceedings of the IEEE Military Communications Conference, 2023

Multimodal Deep Learning with Boosted Trees for Edge Inference.

Penny Chong, Laura Wynter, Bharathi Chaudhury

Proceedings of the IEEE International Conference on Data Mining, 2023

Transfer-Once-For-All: AI Model Optimization for Edge.

Achintya Kundu, Laura Wynter, Rhui Dih Lee, Luis Angel D. Bathen

Proceedings of the IEEE International Conference on Edge Computing and Communications, 2023

Are GNNs the Right Tool to Mine the Blockchain? The Case of the Bitcoin Generator Scam.

Zhikun Yuen, Paula Branco, Aaron Chew, Guy-Vincent Jourdan, Fabian Lim, Laura Wynter

Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023

2022

Neural-progressive hedging: Enforcing constraints in reinforcement learning with stochastic programming.

Supriyo Ghosh, Laura Wynter, Shiau Hong Lim, Duc Thien Nguyen

Proceedings of the Uncertainty in Artificial Intelligence, 2022

Q2R: A Query-to-Resolution System for Natural-Language Queries.

Shiau Hong Lim, Laura Wynter

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track, 2022

Order Constraints in Optimal Transport.

Yu Chin, Fabian Lim, Laura Wynter, Shiau Hong Lim

Proceedings of the International Conference on Machine Learning, 2022

Robustness and Personalization in Federated Learning: A Unified Approach via Regularization.

Achintya Kundu, Pengqian Yu, Laura Wynter, Shiau Hong Lim

Proceedings of the IEEE International Conference on Edge Computing and Communications, 2022

Federated Reinforcement Learning for Portfolio Management.

Pengqian Yu, Laura Wynter, Shiau Hong Lim

Proceedings of the Federated Learning, 2022

Personalized, Robust Federated Learning with Fed+.

Pengqian Yu, Achintya Kundu, Laura Wynter, Shiau Hong Lim

Proceedings of the Federated Learning, 2022

2021

Order Constraints in Optimal Transport.

Fabian Lim, Laura Wynter, Shiau Hong Lim

CoRR, 2021

Probabilistic Inference for Learning from Untrusted Sources.

Duc Thien Nguyen, Shiau Hong Lim, Laura Wynter, Desmond Cai

CoRR, 2021

Decentralized Deterministic Multi-Agent Reinforcement Learning.

Antoine Grosnit, Desmond Cai, Laura Wynter

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

Efficient Reinforcement Learning in Resource Allocation Problems Through Permutation Invariant Multi-task Learning.

Desmond Cai, Shiau Hong Lim, Laura Wynter

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

A Deep Ensemble Method for Multi-Agent Reinforcement Learning: A Case Study on Air Traffic Control.

Supriyo Ghosh, Sean Laguna, Shiau Hong Lim, Laura Wynter, Hasan Poonawala

Proceedings of the Thirty-First International Conference on Automated Planning and Scheduling, 2021

2020

Fed+: A Family of Fusion Algorithms for Federated Learning.

Pengqian Yu, Laura Wynter, Shiau Hong Lim

CoRR, 2020

IBM Federated Learning: an Enterprise Framework White Paper V0.1.

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

CoRR, 2020

A Deep Ensemble Multi-Agent Reinforcement Learning Approach for Air Traffic Control.

Supriyo Ghosh, Sean Laguna, Shiau Hong Lim, Laura Wynter, Hasan Poonawala

CoRR, 2020

Variational Bayesian Inference for Crowdsourcing Predictions.

Desmond Cai, Duc Thien Nguyen, Shiau Hong Lim, Laura Wynter

Proceedings of the 59th IEEE Conference on Decision and Control, 2020

2019

MPA-IBM Project SAFER: Sense-Making Analytics for Maritime Event Recognition.

Gavin Yeo, Shiau Hong Lim, Laura Wynter, Hifaz Hassan

INFORMS J. Appl. Anal., 2019

High-frequency crowd insights for public safety and congestion control.

Karthik Nandakumar, Sebastien Blandin, Laura Wynter

CoRR, 2019

Towards Robust ResNet: A Small Step but a Giant Leap.

Jingfeng Zhang, Bo Han, Laura Wynter, Bryan Kian Hsiang Low, Mohan S. Kankanhalli

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Combining Micro and Macro Features for Online Pattern-of-Life Movement Prediction.

Shiau Hong Lim, Hasan Poonawala, Laura Wynter

Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

A Probabilistic Model of the Bitcoin Blockchain.

Marc Jourdan, Sebastien Blandin, Laura Wynter, Pralhad Deshpande

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

FASTER: Fusion AnalyticS for public Transport Event Response.

Sebastien Blandin, Laura Wynter, Hasan Poonawala, Sean Laguna, Basile Dura

Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

2018

Smooth Inter-layer Propagation of Stabilized Neural Networks for Classification.

Jingfeng Zhang, Laura Wynter

CoRR, 2018

Robust Commuter Movement Inference from Connected Mobile Devices.

Baoyang Song, Hasan Poonawala, Laura Wynter, Sebastien Blandin

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

Characterizing Entities in the Bitcoin Blockchain.

Marc Jourdan, Sebastien Blandin, Laura Wynter, Pralhad Deshpande

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

2017

Real-time public transport service-level monitoring using passive WiFi: a spectral clustering approach for train timetable estimation.

Baoyang Song, Laura Wynter

CoRR, 2017

Real-time prediction of length of stay using passive Wi-Fi sensing.

Truc Viet Le, Baoyang Song, Laura Wynter

Proceedings of the IEEE International Conference on Communications, 2017

Denoising autoencoders for fast real-time traffic estimation on urban road networks.

Soham Ghosh, Muhammad Tayyab Asif, Laura Wynter

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

2016

Sensor placement with time-to-detection guarantees.

Saif Eddin G. Jabari, Laura Wynter

EURO J. Transp. Logist., 2016

Singapore in Motion: Insights on Public Transport Service Level Through Farecard and Mobile Data Analytics.

Hasan Poonawala, Vinay Kolar, Sebastien Blandin, Laura Wynter, Sambit Sahu

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Optimal decentralized queuing system with diversion: Using incentives to influence behavior.

Lucie Desfontaines, Laura Wynter

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

2014

Analysis and Real-Time Prediction of Local Incident Impact on Transportation Networks.

Yuye He, Sebastien Blandin, Laura Wynter, Barry M. Trager

Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

2013

Improving Traffic Prediction with Tweet Semantics.

Jingrui He, Wei Shen, Phani Divakaruni, Laura Wynter, Rick Lawrence

Proceedings of the IJCAI 2013, 2013

2012

Real-time road traffic fusion and prediction with GPS and fixed-sensor data.

Wei Shen, Laura Wynter

Proceedings of the 15th International Conference on Information Fusion, 2012

2011

Guest Editorial - Special Issue on Game Theory in Communication Networks.

Tansu Alpcan, Rachid El Azouzi, Nahum Shimkin, Laura Wynter

Telecommun. Syst., 2011

2010

Revenue management model for on-demand IT services.

Tieming Liu, Chinnatat Methapatara, Laura Wynter

Eur. J. Oper. Res., 2010

Traffic Velocity Prediction Using GPS Data: IEEE ICDM Contest Task 3 Report.

Wei Shen, Yiannis Kamarianakis, Laura Wynter, Jingrui He, Qing He, Rick Lawrence, Grzegorz Swirszcz

Proceedings of the ICDMW 2010, 2010

Ensemble-Based Method for Task 2: Predicting Traffic Jam.

Jingrui He, Qing He, Grzegorz Swirszcz, Yiannis Kamarianakis, Rick Lawrence, Wei Shen, Laura Wynter

Proceedings of the ICDMW 2010, 2010

2009

Stochastic Bilevel Programs.

Laura Wynter

Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

2007

Capacity planning, quality of service and price wars.

Parijat Dube, Corinne Touati, Laura Wynter

SIGMETRICS Perform. Evaluation Rev., 2007

Competitive equilibrium in e-commerce: Pricing and outsourcing.

Parijat Dube, Zhen Liu, Laura Wynter, Cathy H. Xia

Comput. Oper. Res., 2007

2006

Parameter inference of queueing models for IT systems using end-to-end measurements.

Zhen Liu, Laura Wynter, Cathy H. Xia, Fan Zhang

Perform. Evaluation, 2006

A survey on networking games in telecommunications.

Eitan Altman, Thomas Boulogne, Rachid El Azouzi, Tania Jiménez, Laura Wynter

Comput. Oper. Res., 2006

Autonomic Management of Stream Processing Applications via Adaptive Bandwidth Control.

Dimitrios E. Pendarakis, Jeremy Silber, Laura Wynter

Proceedings of the 26th IEEE International Conference on Distributed Computing Systems (ICDCS 2006), 2006

2004

A New Look at the Multiclass Network Equilibrium Problem.

Patrice Marcotte, Laura Wynter

Transp. Sci., 2004

Optimizing Proportionally Fair Prices.

Laura Wynter

Telecommun. Syst., 2004

Parameter inference of queueing models for IT systems using end-to-end measurements.

Laura Wynter, Cathy H. Xia, Fan Zhang

Proceedings of the International Conference on Measurements and Modeling of Computer Systems, 2004

Performance Planning, Quality-of-Service, and Pricing under Competition.

Corinne Touati, Parijat Dube, Laura Wynter

Proceedings of the NETWORKING 2004, 2004

Analysis of a Yield Managementmodel for on Demand Computing Centers.

Yezekael Hayel, Laura Wynter, Parijat Dube

Proceedings of the Building The E-Service Society: E-Commerce, 2004

Dynamic offloading in a multi-provider environment: a behavioral framework for use in influencing peering.

Zhen Liu, Vishal Misra, Laura Wynter

Proceedings of the 4th IEEE/ACM International Symposium on Cluster Computing and the Grid (CCGrid 2004), 2004

2003

Usage-based versus flat pricing for e-business services with differentiated QoS.

Zhen Liu, Laura Wynter, Cathy H. Xia

Proceedings of the 2003 IEEE International Conference on Electronic Commerce (CEC 2003), 2003

Pricing and QoS of information services in a competitive market (extended abstract).

Zhen Liu, Laura Wynter, Cathy H. Xia

Proceedings of the Proceedings 4th ACM Conference on Electronic Commerce (EC-2003), 2003

Capacitated Network Revenue Management through Shadow Pricing.

Mustapha Bouhtou, Madiagne Diallo, Laura Wynter

Proceedings of the Group Communications and Charges; Technology and Business Models, 2003

Outsourcing and price-QoS equilibrium for e-commerce and Internet firms: IT on-demand.

Parijat Dube, Zhen Liu, Laura Wynter, Cathy H. Xia

Proceedings of the 42nd IEEE Conference on Decision and Control, 2003

1999

Stochastic mathematical programs with equilibrium constraints.

Michael Patriksson, Laura Wynter

Oper. Res. Lett., 1999

1996

Bibliographic Section.

Frank Southworth, Laura Wynter

Transp. Sci., 1996