Laura Wynter

6 papers · 2013–2024 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🚀 Conference Pioneer

Venues

IJCAI (2) NAACL (2) ICML (1) UAI (1)

Top co-authors

Shiau Hong Lim (3) Yu Chin Fabian Lim (2) Achintya Kundu (1) Jingrui He (1) Phani Divakaruni (1) Aaron Chew (1) Duc Thien Nguyen (1) Bo Han (1) Mohan Kankanhalli (1) Jingfeng ZHANG (1)

Research topics

Machine Learning (5) Optimization & Theory (3) Artificial Intelligence (2) Application Areas (2) Core AI (2) Mathematics & Optimization (1) Natural Language Processing (1) Reinforcement Learning (1) Core Methods (1) Methods (1) Optimization (1) Resources & Methods (1)

Keywords

wasserstein distance (1) model compression (1) reinforcement learning (1) adversarial robustness (1) optimal transport (1) knowledge distillation (1) document retrieval (1) continuous optimization (1) resource allocation (1) dynamical system (1) portfolio optimization (1) residual network (1) edge inference (1) euler method (1) training robustness (1) supernet training (1) conditional value at risk (1) natural language query (1) text ranking (1) parameter-efficient training (1)

Papers

Efficiently Distilling LLMs for Edge Applications NAACL 2024 Neural-progressive hedging: Enforcing constraints in reinforcement learning with stochastic programming UAI 2022 Order Constraints in Optimal Transport ICML 2022 Q2R: A Query-to-Resolution System for Natural-Language Queries NAACL 2022 Towards Robust ResNet: A Small Step but a Giant Leap IJCAI 2019 Improving Traffic Prediction with Tweet Semantics IJCAI 2013