Aditi Kathpalia

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 10

Top Topics

Shannon Entropy

Complexity Reduction

Causal Structure

Granger Causality

Top Venues

Publications

Aditi Kathpalia, Nithin Nagaraj
Compression Spectrum: Where Shannon meets Fourier. CoRR (2023)
Aditi Kathpalia, Nithin Nagaraj
Granger Causality for Compressively Sensed Sparse Signals. CoRR (2022)
Harikrishnan N. B., Aditi Kathpalia, Nithin Nagaraj
Cause-Effect Preservation and Classification using Neurochaos Learning. CoRR (2022)
Harikrishnan N. B., Aditi Kathpalia, Nithin Nagaraj
Causality Preserving Chaotic Transformation and Classification using Neurochaos Learning. NeurIPS (2022)
Aditi Kathpalia, Keerti P. Charantimath, Nithin Nagaraj
Learning Generalized Causal Structure in Time-series. CoRR (2021)
Aditi Kathpalia, Nithin Nagaraj
Time-Reversibility, Causality and Compression-Complexity. Entropy 23 (3) (2021)
Harikrishnan Nellippallil Balakrishnan, Aditi Kathpalia, Snehanshu Saha, Nithin Nagaraj
ChaosNet: A Chaos based Artificial Neural Network Architecture for Classification. CoRR (2019)
Aditi Kathpalia, Nithin Nagaraj
Data-based intervention approach for Complexity-Causality measure. PeerJ Comput. Sci. 5 (2019)
Aditi Kathpalia, Nithin Nagaraj
A novel compression based neuronal architecture for memory encoding. ICDCN (2019)
Aditi Kathpalia, Nithin Nagaraj
Data based intervention approach for Complexity-Causality measure. PeerJ Prepr. 6 (2018)