Sachin Vernekar

According to our database, Sachin Vernekar authored at least 9 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Scaling Use-case Based Shopping using LLMs.

Sachin Farfade, Sachin Vernekar, Vineet Chaoji, Rajdeep Mukherjee

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

2020

Simple Continual Learning Strategies for Safer Classifers.

Ashish Gaurav, Sachin Vernekar, Jaeyoung Lee, Vahdat Abdelzad, Krzysztof Czarnecki, Sean Sedwards

Proceedings of the Workshop on Artificial Intelligence Safety, 2020

2019

Detecting Out-of-Distribution Inputs in Deep Neural Networks Using an Early-Layer Output.

Vahdat Abdelzad, Krzysztof Czarnecki, Rick Salay, Taylor Denouden, Sachin Vernekar, Buu Phan

CoRR, 2019

Out-of-distribution Detection in Classifiers via Generation.

Sachin Vernekar, Ashish Gaurav, Vahdat Abdelzad, Taylor Denouden, Rick Salay, Krzysztof Czarnecki

CoRR, 2019

Analysis of Confident-Classifiers for Out-of-distribution Detection.

Sachin Vernekar, Ashish Gaurav, Taylor Denouden, Buu Phan, Vahdat Abdelzad, Rick Salay, Krzysztof Czarnecki

CoRR, 2019

2018

Improving Reconstruction Autoencoder Out-of-distribution Detection with Mahalanobis Distance.

Taylor Denouden, Rick Salay, Krzysztof Czarnecki, Vahdat Abdelzad, Buu Phan, Sachin Vernekar

CoRR, 2018

Calibrating Uncertainties in Object Localization Task.

Buu Phan, Rick Salay, Krzysztof Czarnecki, Vahdat Abdelzad, Taylor Denouden, Sachin Vernekar

CoRR, 2018

2016

A Novel Approach for Robust Detection of Heart Beats in Multimodal Data using Neural Networks and Boosted Trees.

Sachin Vernekar, Deepu Vijayasenan, Rohit Ranjan

Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

A Novel Approach for Classification of Normal/Abnormal Phonocardiogram Recordings using Temporal Signal Analysis and Machine Learning.

Sachin Vernekar, Saurabh Nair, Deepu Vijayasenan, Rohit Ranjan

Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016