Area of research
Electrical and Electronic Engineering · Artificial Intelligence
Research interest
Research interests include Wireless Communication Security Techniques, Algorithms and Data Compression, Cellular Automata and Applications, and DNA and Biological Computing.
A Framework for Compressive On-Chip Action Potential Recording.
Compression Detects Changes in Spiking Neural Data from Cortical Lesions
The LZ78 Source Definition, Entropic Properties, and Application to In-Context Learning
A Family of LZ78-Based Universal Sequential Probability Assignments
Universal Discrete Filtering With Lookahead or Delay
Optimal No-Regret Learning in Repeated First-Price Auctions
A Framework for Compressive On-chip Action Potential Recording
Mutual Information Upper Bounds for Uniform Inputs Through the Deletion Channel
Pan-conserved segment tags identify ultra-conserved sequences across assemblies in the human pangenome
Toward Textual Transform Coding
Neural Network Compression for Noisy Storage Devices
The Human Pangenome Project: a global resource to map genomic diversity
KmerKeys: a web resource for searching indexed genome assemblies and variants
The Human Pangenome’s sequence conservation reveals a landscape of polymorphic structural variations
KmerKeys: a web resource for searching indexed genome assemblies and variants
Humans are Still the Best Lossy Image Compressors
Universal Estimation of Directed Information
Collaborative Research: CIF: Medium: An Information-Theoretic Foundation for Adaptive Bidding in First-Price Auctions
CIF: Small: Collaborative Research: Inference of Information Measures on Large Alphabets: Fundamental Limits, Fast Algorithms, and Applications
CIF:Small:Collaborative Research: Compressed databases for similarity queries: fundamental limits and algorithms
EAGER: Action in Information Processing
Collaborative Research: The Role of Feedback in Two-Way Communication Networks
CAREER: Toward a Unified Approach to Universality in Information Processing
Universal Discrete Denoising