Agnideep Aich

According to our database, Agnideep Aich authored at least 10 papers in 2025.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2025

Measuring Sample Quality with Copula Discrepancies.

Agnideep Aich, Ashit Baran Aich, Bruce Wade

CoRR, July, 2025

From Sublinear to Linear: Fast Convergence in Deep Networks via Locally Polyak-Lojasiewicz Regions.

Agnideep Aich, Ashit Baran Aich, Bruce Wade

CoRR, July, 2025

Bag of Coins: A Statistical Probe into Neural Confidence Structures.

Agnideep Aich, Ashit Baran Aich, Md Monzur Murshed, Sameera Hewage, Bruce Wade

CoRR, July, 2025

Temporal Conformal Prediction (TCP): A Distribution-Free Statistical and Machine Learning Framework for Adaptive Risk Forecasting.

Agnideep Aich, Ashit Baran Aich, Dipak C. Jain

CoRR, July, 2025

CopulaSMOTE: A Copula-Based Oversampling Approach for Imbalanced Classification in Diabetes Prediction.

Agnideep Aich, Md Monzur Murshed, Sameera Hewage, Amanda Mayeaux

CoRR, June, 2025

A2 Copula-Driven Spatial Bayesian Neural Network For Modeling Non-Gaussian Dependence: A Simulation Study.

Agnideep Aich, Sameera Hewage, Md Monzur Murshed, Ashit Baran Aich, Amanda Mayeaux, Asim K. Dey, Kumer P. Das, Bruce Wade

CoRR, May, 2025

Theoretical Foundations of the Deep Copula Classifier: A Generative Approach to Modeling Dependent Features.

Agnideep Aich, Ashit Baran Aich, Bruce Wade

CoRR, May, 2025

Can Copulas Be Used for Feature Selection? A Machine Learning Study on Diabetes Risk Prediction.

Agnideep Aich, Md Monzur Murshed, Amanda Mayeaux, Sameera Hewage

CoRR, May, 2025

Symplectic Generative Networks (SGNs): A Hamiltonian Framework for Invertible Deep Generative Modeling.

Agnideep Aich, Ashit Baran Aich, Bruce Wade

CoRR, May, 2025

IGNIS: A Neural Network Framework for Robust Parameter Estimation in Archimedean Copulas.

Agnideep Aich, Ashit Baran Aich, Bruce Wade

CoRR, May, 2025