rishabhmisra
ML Engineer | Book Author | UCSD Alum | Interests: Applied ML, NLP, Ranking & Recommendation
TwitterSan Francisco, CA
Pinned Repositories
Helpfulness-Prediction
Prediction of helpfulness of reviews on Amazon using Amazon product review data
Hierarchical-Attention-Network
Implementation of a Hierarchical RNN with attention mechanism for predicting the ratings using reviews
Hotel-Recommendation-System
Recommendation of top 5 hotel clusters to users based on their search history
News-Headlines-Dataset-For-Sarcasm-Detection
High quality dataset for the task of Sarcasm Detection
Product-Catalog-Size-Recommendation-Framework
Framework based on latent factor model and metric learning technique to predict fit of different catalog sizes of clothing products so as to recommend appropriately sized products to customers.
Rating-Prediction
Prediction of rating of items from Amazon product review dataset using latent factor model
rishabhmisra.github.io
Build a Jekyll blog in minutes, without touching the command line.
Sarcasm-Detection-using-NN
This is the PyTorch implementation of work presented in 'Modelling Context with User Embeddings for Sarcasm Detection in Social Media' (https://arxiv.org/pdf/1607.00976.pdf). We further extend the approach by proposing a hybrid NN architecture and perform experiments on a newly collected data.
Scalable-Variational-Bayesian-Factorization-Machine
Scalable Variational Bayesian inference algorithm for FM is developed which converges faster than the existing state-of-the-art MCMC based inference algorithm. Additionally, a stochastic variational Bayesian algorithm for FM is introduced for large scale learning which utilizes SGD.
T-JMARS
Jointly modeling aspects, ratings, and sentiment with temporal dynamics for rating prediction.
rishabhmisra's Repositories
rishabhmisra/News-Headlines-Dataset-For-Sarcasm-Detection
High quality dataset for the task of Sarcasm Detection
rishabhmisra/Sarcasm-Detection-using-NN
This is the PyTorch implementation of work presented in 'Modelling Context with User Embeddings for Sarcasm Detection in Social Media' (https://arxiv.org/pdf/1607.00976.pdf). We further extend the approach by proposing a hybrid NN architecture and perform experiments on a newly collected data.
rishabhmisra/Product-Catalog-Size-Recommendation-Framework
Framework based on latent factor model and metric learning technique to predict fit of different catalog sizes of clothing products so as to recommend appropriately sized products to customers.
rishabhmisra/Scalable-Variational-Bayesian-Factorization-Machine
Scalable Variational Bayesian inference algorithm for FM is developed which converges faster than the existing state-of-the-art MCMC based inference algorithm. Additionally, a stochastic variational Bayesian algorithm for FM is introduced for large scale learning which utilizes SGD.
rishabhmisra/Hierarchical-Attention-Network
Implementation of a Hierarchical RNN with attention mechanism for predicting the ratings using reviews
rishabhmisra/rishabhmisra.github.io
Build a Jekyll blog in minutes, without touching the command line.
rishabhmisra/T-JMARS
Jointly modeling aspects, ratings, and sentiment with temporal dynamics for rating prediction.
rishabhmisra/Helpfulness-Prediction
Prediction of helpfulness of reviews on Amazon using Amazon product review data
rishabhmisra/Hotel-Recommendation-System
Recommendation of top 5 hotel clusters to users based on their search history
rishabhmisra/Rating-Prediction
Prediction of rating of items from Amazon product review dataset using latent factor model
rishabhmisra/Scalable-Bayesian-Matrix-Factorization
SBMF is a MCMC Gibbs sampling algorithm for MF having linear time complexity wrt the target rank and linear space complexity wrt the number of non-zero observations
rishabhmisra/Text-Prediction-Behind-the-Scenes
Blog post on how Markov models of language are used to predict the text
rishabhmisra/Analyzing-Song-Lyrics
rishabhmisra/Blood-Donation-Web-Application
rishabhmisra/Book-Buddy-Interactive-Storytelling-using-a-Gemma-based-RAG
Book Buddy: Interactive Storytelling using a Gemma-based RAG 📖
rishabhmisra/Competitive-Programming
Source code for some of the programming problems at CodeChef
rishabhmisra/Curating-Quality-ML-Datasets
rishabhmisra/FirebaseStarterApplication
Skeleton application for demo'ing Firebase to CSE 110 (Software Engineering) students
rishabhmisra/Grasp-ML
Chrome extension that shows definition of various Machine Learning concepts in the form of cards when a new tab is opened
rishabhmisra/Handwritten-Digit-Classification
rishabhmisra/Hangman
rishabhmisra/Likelihood-Weighting-Inference
rishabhmisra/Music-Generation-using-RNN
rishabhmisra/n-gram
rishabhmisra/VARACNet