Search Results for author: Shaona Ghosh

Found 7 papers, 1 papers with code

Joint Learning of Portrait Intrinsic Decomposition and Relighting

no code implementations22 Jun 2021 Mona Zehni, Shaona Ghosh, Krishna Sridhar, Sethu Raman

To solve this ill-posed problem from single image, state-of-the-art methods in shape from shading mostly resort to supervised training on all the components on either synthetic or real datasets.

Inverse Rendering

Neuramanteau: A Neural Network Ensemble Model for Lexical Blends

no code implementations IJCNLP 2017 Kollol Das, Shaona Ghosh

The problem of blend formation in generative linguistics is interesting in the context of neologism, their quick adoption in modern life and the creative generative process guiding their formation.

Neural Networks for Text Correction and Completion in Keyboard Decoding

no code implementations19 Sep 2017 Shaona Ghosh, Per Ola Kristensson

Our models achieve a word level accuracy of $90\%$ and a character error rate CER of $2. 4\%$ over the Twitter typo dataset.

Language Modelling Natural Language Understanding

An Application of Network Lasso Optimization For Ride Sharing Prediction

no code implementations10 Jun 2016 Shaona Ghosh, Kevin Page, David De Roure

Ride sharing has important implications in terms of environmental, social and individual goals by reducing carbon footprints, fostering social interactions and economizing commuter costs.

Clustering

Extended Formulations for Online Linear Bandit Optimization

no code implementations20 Nov 2013 Shaona Ghosh, Adam Prugel-Bennett

On-line linear optimization on combinatorial action sets (d-dimensional actions) with bandit feedback, is known to have complexity in the order of the dimension of the problem.

Efficient Exploration

Cannot find the paper you are looking for? You can Submit a new open access paper.