Rohan S.

Location:

San Francisco, CA

Member since:

July 18, 2013

Do you currently work with machine learning in your work or studies?

Graduated last month from UPenn, where I worked with Dr. Ben Taskar on research involving design and implementation of a structured prediction model for human gait analysis, using data collected from a Kinect. The model was used to estimate human pose from the depth and RGB videos (our initial data) and the estimates of pose were then passed into a second pass, to an HMM for prediction of gait cycle phase. Also worked on designing machine learning models for predicting music genre of a track, given its lyrics and audio features. Currently working on a Kaggle competition that deals with gesture recognition.

Which area of machine learning most interests you?

Structured Prediction, Cascaded models, Applications to computer vision and NLP, and off late.. deep learning.

Introduction

Recent graduate from UPenn's GRASP lab for robotics


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