Laura Wynter

École Nationale Supérieure d'Architecture de Versailles — France

Social Sciences · Social Sciences

20h-index3.0kcitations118works1.72yr avg
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Research Topics

Transportation Planning and Optimization(27), Traffic Prediction and Management Techniques(25), Traffic control and management(13), Network Traffic and Congestion Control(11), Human Mobility and Location-Based Analysis(10)

Publications118 total

Stochastic Bilevel Programs
Encyclopedia of Optimization·2025
Flexible and Effective Mixing of Large Language Models into a Mixture of Domain Experts
arXiv (Cornell University)·2024Open Access
Enhancing Training Efficiency Using Packing with Flash Attention
arXiv (Cornell University)·2024Open Access
Transformer Models with Explainability for IT Telemetry and Business Events
2024
On Efficient Object-Detection NAS for ADAS on Edge devices
2024· 1 cited
Efficiently Distilling LLMs for Edge Applications
arXiv (Cornell University)·2024Open Access
Efficiently Distilling LLMs for Edge Applications
2024· 11 citedOpen Access
Multimodal Deep Learning with Boosted Trees for Edge Inference
2023
M3: Towards Efficient Mixed Machine Learning Model Co-Location on Constrained Edge Devices
2023
Are GNNs the Right Tool to Mine the Blockchain? The Case of the Bitcoin Generator Scam
2023· 1 cited
Transfer-Once-For-All: AI Model Optimization for Edge
2023· 8 cited
Transfer-Once-For-All: AI Model Optimization for Edge
arXiv (Cornell University)·2023Open Access
Robustness and Personalization in Federated Learning: A Unified Approach via Regularization
2022· 10 cited
Neural-Progressive Hedging: Enforcing Constraints in Reinforcement Learning with Stochastic Programming
arXiv (Cornell University)·2022· 3 citedOpen Access
Personalized, Robust Federated Learning with Fed+
2022· 2 cited
Q2R: A Query-to-Resolution System for Natural-Language Queries
2022· 1 citedOpen Access
Federated Reinforcement Learning for Portfolio Management
2022· 2 cited
Efficient Reinforcement Learning in Resource Allocation Problems Through Permutation Invariant Multi-task Learning
2021 60th IEEE Conference on Decision and Control (CDC)·2021· 4 cited
Decentralized Deterministic Multi-Agent Reinforcement Learning
2021 60th IEEE Conference on Decision and Control (CDC)·2021· 8 cited
Order Constraints in Optimal Transport
arXiv (Cornell University)·2021· 1 citedOpen Access
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Frequent Co-authors

Shiau Hong Lim(6), Yiannis Kamarianakis(4), Wei Shen(4), Sébastien Blandin(4), Eitan Altman(3), Sean Laguna(3), Cathy H. Xia(3), Hasan A. Poonawala(3), P. L. Yu(3), Wanli Min(2), Michael Patriksson(2), Hifaz Hassan(2), Jingrui He(2), Rick Lawrence(2), Zhen Liu(2), Parijat Dube(2), S. K. Ghosh(2), Jingfeng Zhang(2), Mohan Kankanhalli(2), Zhen Liu(2)