Research overview

Publications

Generative Kaleidoscopic Networks

(arxiv 2024)

Paper | Blog | Code | News

MathPrompter: Mathematical Reasoning using LLMs

(ACL 2023)

Paper | Blog1 | Blog2| Code1 | Code2

DiversiGATE: A Comprehensive Framework for Reliable LLMs

(ICML 2023)

Neural Graphical Models

(ECSQARU 2023)

Paper | Blog | Code | News

Federated Learning with NGMs

(ECML 2023)

Paper | Blog | Code

Neural Graph Revealers

(ICML 2023)

Paper | Blog | Code

Methods for recovering conditional independence graphs

(IJCAI 2024)

Paper | Blog | Code

tGLAD multivariate time series segmentation

(ECML 2023)

Paper | Blog | Code

Knowledge Propagation over CI Graphs

(arxiv 2023)

Paper | Blog | Code

Reconstruction of Gene Regulatory Networks

(arxiv 2023)

Paper | Blog & Code

GRNUlar: Gene Regulatory Network reconstruction

(JCB 2022)

EnGRaiN: Gene Regulatory Network reconstruction

(Bioinformatics 2022)

uGLAD model to recover CI Graphs

(Neurips 2022)

Paper | Blog | Code | Talk

Echo State Speech Recognition

(ICASSP 2021)

GLAD: Learning Sparse Graph Recovery

(ICLR 2020)

Paper | Talk | Code

Antman: Sparse low-rank RNN compression

(arxiv 2019)

Cooperative Neural Networks (CoNN)

(Neurips 2018)

Paper | Blog | Code | Talk

ICU Mortality Prediction on imbalanced data

(AAAI 2017)

Q-Classifier for handling Class Imbalance

(IEEE BIBM 2015)

Predicting health condition of a patient

(US Patent)

Predicting mortality of a patient

(US Patent)