Aditi Kathpalia

According to our database, Aditi Kathpalia authored at least 11 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2026

Dictionary Based Pattern Entropy for Causal Direction Discovery.

Harikrishnan N. B., Shubham Bhilare, Aditi Kathpalia, Nithin Nagaraj

CoRR, March, 2026

2025

Response prediction of antidepressants: Using graph theory tools for brain network connectivity analysis.

Akbar Davoodi, Martin Holena, Martin Brunovsky, Aditi Kathpalia, Jaroslav Hlinka, Martin Bares, Milan Palus

Biomed. Signal Process. Control., 2025

2023

Compression Spectrum: Where Shannon meets Fourier.

Aditi Kathpalia, Nithin Nagaraj

CoRR, 2023

2022

Granger Causality for Compressively Sensed Sparse Signals.

Aditi Kathpalia, Nithin Nagaraj

CoRR, 2022

Cause-Effect Preservation and Classification using Neurochaos Learning.

Harikrishnan N. B., Aditi Kathpalia, Nithin Nagaraj

CoRR, 2022

Causality Preserving Chaotic Transformation and Classification using Neurochaos Learning.

Harikrishnan N. B., Aditi Kathpalia, Nithin Nagaraj

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Time-Reversibility, Causality and Compression-Complexity.

Aditi Kathpalia, Nithin Nagaraj

Entropy, 2021

Learning Generalized Causal Structure in Time-series.

Aditi Kathpalia, Keerti P. Charantimath, Nithin Nagaraj

CoRR, 2021

2019

ChaosNet: A Chaos based Artificial Neural Network Architecture for Classification.

Harikrishnan Nellippallil Balakrishnan, Aditi Kathpalia, Snehanshu Saha, Nithin Nagaraj

CoRR, 2019

A novel compression based neuronal architecture for memory encoding.

Aditi Kathpalia, Nithin Nagaraj

Proceedings of the 20th International Conference on Distributed Computing and Networking, 2019

2018

Data based intervention approach for Complexity-Causality measure.

Aditi Kathpalia, Nithin Nagaraj

PeerJ Prepr., 2018