Publications

Journal Publications and Preprints

• Multi-objective Prompt Optimization for Scientific Discovery at the Information-Theoretic Limit
  A. Deshmukh and L. Varshney
  Accepted in AAAI 2024 Fall Symposium on Integrated Approaches to Computational Scientific Discovery (2024)

• Robust Mean Estimation in High Dimensions: An Outlier Fraction Agnostic and Efficient Algorithm
  A. Deshmukh, J. Liu, and V. Veeravalli
  IEEE Transactions on Information Theory (2023)

• Information Flow Optimization for Estimation in Linear Models Using a Sensor Network
  A. Deshmukh, V. Veeravalli, and G. Verma
  IEEE Signal Processing Letters (2023)

• Sequential controlled sensing for composite multihypothesis testing
  A. Deshmukh, S. Bhashyam, and V. Veeravalli
  Sequential Analysis (2021)

• Online Energy-Efficient Packet Scheduling for a Common Deadline With and Without Energy Harvesting
  A. Deshmukh and R. Vaze
  IEEE Journal on Selected Areas in Communications (2016)

Conference Proceedings

• Distributed and Rate-Adaptive Feature Compression
  A. Deshmukh, V. Veeravalli, and G. Verma
  Accepted in 58th Asilomar Conference on Signals, Systems, and Computers (Asilomar 2024)

• Robust High-Dimensional Linear Discriminant Analysis under Training Data Contamination
  Y. Shi, A. Deshmukh, Y. Mei, and V. Veeravalli
  IEEE International Symposium on Information Theory (ISIT 2023)

• Robust Mean Estimation in High Dimensions: An Outlier Fraction Agnostic and Efficient Algorithm
  A. Deshmukh, J. Liu and V. Veeravalli
  IEEE Int. Symposium on Information Theory (ISIT 2022)

• High-dimensional robust mean estimation via outlier-sparsity minimization
  A. Deshmukh, J. Liu, and V. Veeravalli
  55th Asilomar Conference on Signals, Systems, and Computers (Asilomar 2021)

• Information Flow Maximization in Inference Networks
  A. Deshmukh, J. Liu, and V. Veeravalli
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020)

• Controlled Sensing for Composite Multihypothesis Testing with Application to Anomaly Detection
  A. Deshmukh, S. Bhashyam, and V. Veeravalli
  52th Asilomar Conference on Signals, Systems, and Computers (Asilomar 2018)

• Online energy efficient packet scheduling with a common deadline
  A. Deshmukh and R. Vaze
  International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt 2016)