Publications

• Environment Agnostic Invariant Risk Minimization for Classification of Sequential Datasets
  Praveen Venkateswaran, Vinod Muthusamy, Vatche Isahagian, Nalini Venkatasubramanian
  International Conference on Knowledge Discovery & Data Mining (KDD), 2021

• REAM: A Framework for Resource Efficient Adaptive Monitoring of Community Spaces
  Praveen Venkateswaran, Kyle E Benson, Chia-Ying Hsieh, Cheng-Hsin Hsu, Sharad Mehrotra, Nalini Venkatasubramanian
  Pervasive and Mobile Computing (PMC), 2021

• Robust and Generalizable Predictive Models for Business Processes
  Praveen Venkateswaran, Vinod Muthusamy, Vatche Isahagian, Nalini Venkatasubramanian
  International Conference on Business Process Management (BPM), 2021

• REAM: Resource Efficient Adaptive Monitoring of Community Spaces at the Edge Using Reinforcement Learning
  Praveen Venkateswaran, Cheng-Hsin Hsu, Sharad Mehrotra, Nalini Venkatasubramanian
  International Conference on Smart Computing (SMARTCOMP) 2020 [Best Paper Award]

• Augmenting In-situ with Mobile Sensing for Adaptive Monitoring of Water Distribution Networks
  Praveen Venkateswaran, Mahima Agumbe Suresh, Nalini Venkatasubramanian
  International Conference on Cyber-Physical Systems (ICCPS) 2019

• Impact Driven Sensor Placement for Leak Detection in Community Water Networks
  Praveen Venkateswaran, Qing Han, Ronald T. Eguchi, Nalini Venkatasubramanian
  International Conference on Cyber-Physical Systems (ICCPS) 2018

• Touch To Talk: A Wearable Representing Social Media Metaphors
  Saumya Gupta, Praveen Venkateswaran, Shruti Khurana, Sindhuri Rayavaram
  CHI 2018 Extended Abstracts
  

• Domain Driven Forecasting: Applying Theory Into Practice
  Praveen Venkateswaran, Vikrant Shimpi, Maitreya Natu, Vaishali Sadaphal
  ICDM Workshops (ICDMW) 2016

• Towards Next-Generation Alert Management of Data Centers
  Praveen Venkateswaran, Aruna Malapati, Maitreya Natu, Vaishali Sadaphal
  Communication Systems & Networks (COMSNETS) 2016 PhD Forum