sharmapulkit

Christofides-TSP

CRF_ImageDenoising

Image Denoising using MCMC methods on CRF structured model

CRF_Inference_Training

Inference and Training of a Condition Random Field. As a part of CS688 Course assignment.

DeepLearning_SRIB_Workshop

FACE-Feasible-Actionable-Counterfactual-Explanations

Implementation of the paper titled: "FACE: Feasible and actionable counterfactual recourse" by Rafael et. at. - https://arxiv.org/pdf/1909.09369.pdf

few-shot-domain-adaptation-by-causal-mechanism-transfer

Implementation for Few-shot Domain Adaptation by Causal Mechanism Transfer (ICML 2020)

PoisonAttacks-LinearRegression

Implementation of "Manipulating machine learning : Poisoning attacks and Countermeasures for regression learning" by Jagielski et al

roNNie-pool

This project is aimed at making an AI player for pool/billiards using RL

SRIB_AI_week_training19

TreeInterpretability_AnomalyExplanation

Tree Based models for Interpreting Anomalies

sharmapulkit/FACE-Feasible-Actionable-Counterfactual-Explanations

Implementation of the paper titled: "FACE: Feasible and actionable counterfactual recourse" by Rafael et. at. - https://arxiv.org/pdf/1909.09369.pdf

sharmapulkit/DeepLearning_SRIB_Workshop

sharmapulkit/roNNie-pool

This project is aimed at making an AI player for pool/billiards using RL

sharmapulkit/TreeInterpretability_AnomalyExplanation

Tree Based models for Interpreting Anomalies

sharmapulkit/CRF_ImageDenoising

Image Denoising using MCMC methods on CRF structured model

sharmapulkit/SRIB_AI_week_training19

sharmapulkit/Christofides-TSP

sharmapulkit/CRF_Inference_Training

Inference and Training of a Condition Random Field. As a part of CS688 Course assignment.

sharmapulkit/few-shot-domain-adaptation-by-causal-mechanism-transfer

Implementation for Few-shot Domain Adaptation by Causal Mechanism Transfer (ICML 2020)

sharmapulkit/PoisonAttacks-LinearRegression

Implementation of "Manipulating machine learning : Poisoning attacks and Countermeasures for regression learning" by Jagielski et al

sharmapulkit/psharma

sharmapulkit/psharma.github.io

sharmapulkit/shap

A game theoretic approach to explain the output of any machine learning model.

sharmapulkit/simple_mp_chess

Chess MP game

sharmapulkit/SRIB_IITB_Workshop

Code files for SRIB Workshop at IITB, Session1

sharmapulkit/Stochastic_Gradient_Variational_Inference

SGVI implementation using Reparameterization trick and single point estimator