Akshat Kumar

Akshat Kumar

Singapore Management University - Singapore / Singapore
Engineering & Technology / Computer Science
AD Scientific Index ID: 296849
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person_outline Akshat Kumar's MOST POPULAR ARTICLES
1-) Cost: Contrastive learning of disentangled seasonal-trend representations for time series forecastingG Woo, C Liu, D Sahoo, A Kumar, S HoiarXiv preprint arXiv:2202.01575, 20221632022
2-) Etsformer: Exponential smoothing transformers for time-series forecastingG Woo, C Liu, D Sahoo, A Kumar, S HoiarXiv preprint arXiv:2202.01381, 20221132022
3-) Credit assignment for collective multiagent RL with global rewardsDT Nguyen, A Kumar, HC LauAdvances in neural information processing systems 31, 20181012018
4-) Distributed constraint optimization with structured resource constraintsA Kumar, B Faltings, A PetcuIFAAMAS 2, 923, 2009912009
5-) Scalable multiagent planning using probabilistic inferenceA Kumar, S Zilberstein, M ToussaintAAAI Press, 2011842011