Offline and Online Computationally Budgeted Continual Learning

2023

Trustworthy AI
Trustworthy Deep Learning
Trustworthy and Safe Deep Learning
Computationally Budgeted Continual Learning
Offline and Online Computationally Budgeted Continual Learning

2022

Offline and Online Computationally Budgeted Continual Learning
CRG Talks -- Challenges in Offline and Online Continual Learning
Generalized Certification Theory
Computer Vision and Machine Learning; Introduction, Applications, and Challenges
Recent Advances in Randomized Smoothing

2021

Trust Worthy AI -- Verified

2020

From Adversarial Robustness to Randomized Smoothing

2019

Analyzing a Block of Layers in Deep Neural Networks
Analyzing a Block of Layers in Deep Neural Networks
A Basket of Computer Vision Research Problems
Optimization Approach to a Block of Layers and Derivative Free Optimization

2018

Analytic Expressions for Probabilistic Moments of PL-DNN With Gaussian Input
High Order Tensor Formulation for Convolutional Sparse Coding

2017

FFTLasso; Large-Scale LASSO in the Fourier Domain

2016

Target Response Adaptation for Correlation Filter Tracking