16 citations · 33 across the 9 of their papers we have counts for
4 papers · 1 filter
A framework for predicting, interpreting, and improving Learning Outcomes
Chintan Donda, Sayan Dasgupta, Soma S Dhavala +2
It has long been recognized that academic success is a result of both cognitive and non-cognitive dimensions acting together. Consequently, any intelligent learning platform design…
Multi-Label Learning with Provable Guarantee
Sayantan Dasgupta
Here we study the problem of learning labels for large text corpora where each text can be assigned a variable number of labels. The problem might seem trivial when the label dimen…
Seeding K-Means using Method of Moments
Sayantan Dasgupta
K-means is one of the most widely used algorithms for clustering in Data Mining applications, which attempts to minimize the sum of the square of the Euclidean distance of the poin…
Fast Collaborative Filtering from Implicit Feedback with Provable Guarantees
Sayantan Dasgupta
Building recommendation algorithms is one of the most challenging tasks in Machine Learning. Although most of the recommendation systems are built on explicit feedback available fr…