Akshat Kumar

ETSformer: Exponential Smoothing Transformers for Time-series Forecasting

Gerald Woo, Chenghao Liu, Doyen Sahoo et al. · arXiv (Cornell University) · 2022 · 108 citations · Full text

Exponential Smoothing, Forecasting Methodology, Probabilistic Forecasting +13

CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting

Gerald Woo, Chenghao Liu, Doyen Sahoo et al. · arXiv (Cornell University) · 2022 · 86 citations · Full text

Forecasting Methodology, Convolutional Neural Network, Engineering +16

Distributed constraint optimization with structured resource constraints

Akshat Kumar, Boi Faltings, Adrian Petcu · 2009 · 65 citations

Engineering, Network Analysis, Distributed Energy Generation +17

Credit Assignment For Collective Multiagent RL With Global Rewards

Duc Thien Nguyen, Akshat Kumar, Hoong Chuin Lau · Institutional Knowledge (InK) - Institutional Knowledge at Singapore Management University (Singapore Management University) · 2018 · 61 citations · Full text

InfraredTags: Embedding Invisible AR Markers and Barcodes Using Low-Cost, Infrared-Based 3D Printing and Imaging Tools

Mustafa Doga Dogan, Ahmad Taka, Michael T. Lu et al. · CHI Conference on Human Factors in Computing Systems · 2022 · 57 citations · Full text