Matthew Nokleby

Learning Deep Networks from Noisy Labels with Dropout Regularization

Ishan Jindal, Matthew Nokleby, Xuewen Chen · 2016 · 186 citations

Natural Language Processing, Few-shot Learning, Data Augmentation +11

A Unified Neural Network Approach for Estimating Travel Time and Distance for a Taxi Trip

Ishan Jindal, Tony Tony, Qin Qin et al. · arXiv (Cornell University) · 2017 · 62 citations · Full text

Taxi Trip, Transport Network Analysis, Engineering +17

User Cooperation for Energy-Efficient Cellular Communications

Matthew Nokleby, Behnaam Aazhang · 2010 · 51 citations

Pareto Boundary, Mechanism Design, Engineering +13

Improving short-term electricity price forecasting using day-ahead LMP with ARIMA models

Zhongyang Zhao, Caisheng Wang, Matthew Nokleby et al. · 2017 · 50 citations · Full text

Forecasting Methodology, Engineering, Arima Models +17

Optimizing Taxi Carpool Policies via Reinforcement Learning and Spatio-Temporal Mining

Ishan Jindal, Zhiwei Qin, Xuewen Chen et al. · 2018 · 50 citations

Intelligent Traffic Management, Engineering, Machine Learning +12