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Welcome to MALT Lab

Greetings to fellow researchers, students and enthusiasts. We are a group of researchers at the Department of Computer Science & Engineering, IIT Madras. Our team works in the inter-related areas of Machine Learning, Statistical learning theory and Stochastic Approximation.

Research Areas

Machine Learning

Statistical Learning Theory

Reinforcement Learning

Deep Neural Networks

Stochastic Approximation

Optimization

News

  • Research paper titled 'A Theory of Tournament Representations' co-authored by Abdul Bakey Mir and Vishnu Veerathu has been accepted for publication at ICLR 2022.
  • Program Chair for the RBCDSAI-FCAI Conference on Deployable AI (March 7-10, 2022)
  • Short research paper titled 'Hyper-IMRANK: Ranking-based Influence Maximization for Hypergraphs' co-authored by Athul M.A has been accepted for publication at CODS-COMAD, 2022.
  • Research paper titled 'On The Structure of Parametric Tournaments with Application to Ranking from Pairwise Comparisons' co-authored by Vishnu Veerathu has been accepted for publication at NeurIPS, 2021.
  • Research paper titled 'PaRWiS: Winner Determination from Active Pairwise Comparisons Under a Shoestring budget' co-authored by Dev Yashpal Sheth has been accepted for publication at ICDM, 2021.
  • Athul M. A, a 2021 M.Tech pass out from the lab receives the Prof.H.N.Mahabala Endowment Prize(Best M. Tech. Project Prize). Congratualtions, Athul!