Ambrish Rawat  Ambrish Rawat photo         

contact information

Research Engineer
Ireland Research Lab, Dublin, Ireland
  

links



2019

A Survey on Neural Architecture Search
Martin Wistuba, Ambrish Rawat, Tejaswini Pedapati
arXiv preprint arXiv:1905.01392, 2019


2018

Adversarial Robustness Toolbox v0. 4.0
Maria-Irina Nicolae, Mathieu Sinn, Minh Ngoc Tran, Ambrish Rawat, Martin Wistuba, Valentina Zantedeschi, Nathalie Baracaldo, Bryant Chen, Heiko Ludwig, Ian M Molloy, others
arXiv preprint arXiv:1807.01069, 2018

Scalable Multi-Class Bayesian Support Vector Machines for Structured and Unstructured Data
Martin Wistuba, Ambrish Rawat
arXiv preprint arXiv:1806.02659, 2018


2017

Non-parametric estimation of jensen-shannon divergence in generative adversarial network training
Mathieu Sinn, Ambrish Rawat
arXiv preprint arXiv:1705.09199, 2017

Adversarial phenomenon in the eyes of Bayesian deep learning
Ambrish Rawat, Martin Wistuba, Maria-Irina Nicolae
arXiv preprint arXiv:1711.08244, 2017

Open-World Visual Recognition Using Knowledge Graphs
Vincent Lonij, Ambrish Rawat, Maria-Irina Nicolae
arXiv preprint arXiv:1708.08310, 2017

Efficient defenses against adversarial attacks
Valentina Zantedeschi, Maria-Irina Nicolae, Ambrish Rawat
Proceedings of the 10th ACM Workshop on Artificial Intelligence and Security, pp. 39--49, 2017


2016

Model Uncertainty for Adversarial Examples using Dropouts
Ambrish Rawat
Ph.D. Thesis, 2016


2015

Visual SLAM on Android
Ambrish Rawat
Ph.D. Thesis, 2015

Accelerator Modelling and Message Logging with ZeroMQ
Jan Chrin, Masamitsu Aiba, Zisi Wang, Ambrish Rawat
2015


Year Unknown

Extending Knowledge Bases Using Images
Vincent PA Lonij, Ambrish Rawat, Maria-Irina Nicolae
0

Accelerator Modelling
J Chrin, M Aibe, A Rawat, Z Wang
0