Karthikeyan Shanmugam

1. Identifiability Guarantees for Causal Disentanglement from Soft Interventions
   2023/07/12 by Jiaqi Zhang, Chandler Squires, Zhang, Jiaqi +9 · 1 voice · 22 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Mathematics · #Bioinformatics and Genomic Networks #FOS: Computer and information sciences #FOS: Mathematics #Gene expression and cancer classification #Genetics, Bioinformatics, and Biomedical Research #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistics Theory (math.ST) #cs.LG #math.ST #stat.ME #stat.ML
2. Learning Causal Graphs with Small Interventions
   2015/10/30 by Karthikeyan Shanmugam, Murat Kocaoglu, Shanmugam, Karthikeyan +5 · 11 citations
   Computer Science · Mathematics · #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference #Machine Learning and Algorithms #cs.AI #cs.IT #cs.LG #math.IT #stat.ML
3. A Lyapunov Theory for Finite-Sample Guarantees of Markovian Stochastic Approximation
   2023/10/06 by Zaiwei Chen, Siva T. Maguluri, Siva Theja Maguluri +2 · 8 citations
   Computer Science · Decision Sciences · #Stochastic Gradient Optimization Techniques #Reinforcement Learning in Robotics #Advanced Bandit Algorithms Research
4. Local Graph Coloring and Index Coding
   2013/01/22 by Karthikeyan Shanmugam, Alexandros G. Dimakis, Shanmugam, Karthikeyan +3 · 5 citations
   Computer Science · Mathematics · #Caching and Content Delivery #Cooperative Communication and Network Coding #Discrete Mathematics (cs.DM) #Error Correcting Code Techniques #FOS: Computer and information sciences #Information Theory (cs.IT) #cs.DM #cs.IT #math.IT
5. FemtoCaching: Wireless Video Content Delivery through Distributed Caching Helpers
   2011/09/19 by Karthikeyan Shanmugam, Shanmugam, Karthikeyan, Negin Golrezaei +7 · 5 citations
   Computer Science · Engineering · Mathematics · #Advanced Wireless Network Optimization #Caching and Content Delivery #Cooperative Communication and Network Coding #FOS: Computer and information sciences #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI) #cs.IT #cs.NI #math.IT
6. Bounding Multiple Unicasts through Index Coding and Locally Repairable Codes
   2014/02/17 by Karthikeyan Shanmugam, Alexandros G. Dimakis, Shanmugam, Karthikeyan +1 · 1 citation
   Computer Science · Mathematics · #Cooperative Communication and Network Coding #FOS: Computer and information sciences #Information Theory (cs.IT) #cs.IT #math.IT
7. Beyond Triangles: A Distributed Framework for Estimating 3-profiles of Large Graphs
   2015/06/22 by Ethan R. Elenberg, Karthikeyan Shanmugam, Elenberg, Ethan R. +5 · 1 citation
   Computer Science · Mathematics · #C.2.4 #Data Structures and Algorithms (cs.DS) #Distributed #FOS: Computer and information sciences #G.2.2 #Graph Theory and Algorithms #Information Theory (cs.IT) #Parallel #Social and Information Networks (cs.SI) #and Cluster Computing (cs.DC) #cs.DC #cs.DS #cs.IT #cs.SI #math.IT