Balaraman Ravindran

Employment

• Indian Institute of Technology Madras

Education

• University of Massachusetts Amherst PhD
  1996 - 2004

Projects & Funding

Projects & funding information is unavailable.

Publications (139)

• Option Encoder: A Framework for Discovering a Policy Basis in Reinforcement Learning
  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2021 DOI: 10.1007/978-3-030-67661-2_30
  +Save
• A New Measure of Modularity in Hypergraphs: Theoretical Insights and Implications for Effective Clustering
  Studies in Computational Intelligence 2020 DOI: 10.1007/978-3-030-36687-2_24
  +Save
• A semi-supervised approach to growing classification trees
  ACM International Conference Proceeding Series 2020 DOI: 10.1145/3430984.3431009
  +Save
• A unified non-negative matrix factorization framework for semi supervised learning on graphs
  Proceedings of the 2020 SIAM International Conference on Data Mining, SDM 2020 2020 DOI: 10.1137/1.9781611976236.55
  +Save
• DyVEDeep: Dynamic Variable Effort Deep Neural Networks
  ACM Transactions on Embedded Computing Systems 2020 DOI: 10.1145/3372882
  +Save
• ExTra: Transfer-guided exploration
  Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2020
  +Save
• HPRA: Hyperedge Prediction using Resource Allocation
  WebSci 2020 - Proceedings of the 12th ACM Conference on Web Science 2020 DOI: 10.1145/3394231.3397903
  +Save
• Hypergraph clustering by iteratively reweighted modularity maximization
  Applied Network Science 2020 DOI: 10.1007/s41109-020-00300-3
  +Save
• Inferring customer occupancy status in for-hire vehicles using PU Learning
  ACM International Conference Proceeding Series 2020 DOI: 10.1145/3430984.3430996
  +Save
• Influence maximization in unknown social networks: Learning policies for effective graph sampling
  Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2020
  +Save