I want to understand you

but I feel frustrated
because I don't know how to

but it's okay
because since you're a brain
I just need to feed you your data
and you'll understand yourself

and since you're within me
if I listen closely, I will as well


Wilka Carvalho
Aspiring Brain and Machine Learning Scientist

Google Scholar

* denotes co-first author

Preprints

Detecting Backdoor Attacks on Deep Neural Networks by Activation Clustering
Wilka Carvalho*, Bryant Chen*, Benjamin Edwards, Taesung Lee, Ian Molloy, Heiko Ludwig, Jaehoon Safavi
Submitted to International Conference on Machine Learning (ICML), 2018

Publications

Variational Recurrent Adversarial Deep Domain Adaptation
Sanjay Purushotham*, Wilka Carvalho*, and Yan Liu
International Conference on Learning Representations (ICLR), 2017

Variational Adversarial Deep Domain Adaptation for Health Care Time Series Analysis
Sanjay Purushotham*, Wilka Carvalho*, and Yan Liu
Neural Information Processing Systems Workshop on Machine Learning for Healthcare (NIPS ML4HC), 2016
Spotlight

Modeling a Detection of internally reflected Cherenkov light (DIRC) Particle Detector for High-Multiplicity Collisions
Wilka Carvalho
State University of New York Undergraduate Research Conference, 2015