Talks / Posters

Presented paper on RPL-SVM: Making SVM Robust Against Missing Values and Partial Labels at PRICAI 2023, Jakarta Indonesia, 18th November 2023. 

Presented paper on CDAN: Cost Dependent Deep Abstention Network at PRICAI 2023, Jakarta Indonesia, 17th November, 2023.

Invited talk at Computer Science Department, IIT Palakkad on Learning with Reject Option, 29th May, 2023.

Gave a faculty reflection talk on, RnD Showcase 2023, IIIT Hyderabad.

Presented paper on RoLNiP: Robust Learning Using Noisy Pairwise Comparisons at ACML 2022, Hyderabad, 13th Dec 2022.

Invited talk at Computer Science Department, IIT Jodhpur on Learning with Reject Option, 28th October 2022. 

Conducted a tutorial on Advances in Exploratory Data Analysis, Visualization and Quality for Data Centric AI Systems (jointly with Ruhi Sharma Mittal and Shanmukha Guttula from IBM-IRL) at 2nd AI-ML Systems Conference Bangalore, 12th October 2022.

Invited talk at Machine Learning Group and CREDS at IIT Palakkad (Florence Nightingale Data Science Talk Series) on Learning Under Uncertain/Incomplete Supervision, 27th August 2022.

Invited talk at Gojek Tech Bengaluru on Learning Under Uncertain/Incomplete Supervision, 11th February 2022.

Faculty reflection talk at IIIT Hyderabad on My Learning at Machine Learning Lab, Jan 11th 2022.

Invited talk at Perfios Software Solution Pvt. Ltd., Bengaluru on  Learning Under Uncertain/Incomplete Supervision, 6th August 2021.

Presented paper on Pril: Perceptron Ranking Using Interval Labels at CoDS-COMAD 2019, Kolkata, January 2019.

Invited Talk at ZenDrive Bengaluru on Learning in Presence of Label Noise, July 20th 2018.

Invited talk on General Linear Models at Summer School on Neuro-Imaging, IIIT Hyderabad, 18th July 2017.

Presented paper on Robustness of Decision Tree Learning under Label Noise at PAKDD 2017, Jeju, South Korea, 24th May 2017.

Invited talk on Deep Learning for Text/Speech at Short Course on Deep Learning, IIIT Hyderabad, December 3rd 2016.

Invited talk on Learning in Presence of Label Noise at IIT Hyderabad, 20th January 2016.

Presented paper on Double Ramp Loss Based Reject Option Classifier at PAKDD 2015, Ho Chi Minh City, Vietnam, 20th May 2015.

PhD Colloqium talk on Piecewise Linear Models for Supervised Learning at Department of Electrical Engineering, Indian Institute of Science, Bangalore, May 11th, 2012.

Presented paper on Polyceptron : A Polyhedral Learning Algorithm at Centenary Conference - EE, IISc, Bangalore, 17th December, 2011.                                                         

Presented work on Geometric Decision Tree at Second Electrical Sciences Divisional Symposium, IISc, Bangalore, January 21st, 2011.    

Presented work on Learning Polyhedral Classifiers Using Logistic Function at Indo-US Symposium on New Directions in Machine Learning, Game Theory, and Optimization, Bangalore, November 12-13, 2010.

Presented paper on Learning Polyhedral Classifiers Using Logistic Function at ACML 2010, Tokyo Institute of Technology, Tokyo, Japan, November 9th, 2010. 

Presented work on A Team of Continuous-Action Learning Automata for Noise-tolerant Learning of Half-Spaces at Departmental Symposium, EE, IISc, 11th August, 2010.   

Presented paper on A Geometric Algorithm for Learning Oblique Decision Trees at PReMI 2009, IIT-Delhi, 18th December, 2009.