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Keynote - Dealing with Bias in Machine Learning Algorithms
Senior Research Manager, Capital One
Generating videos by traversing image manifolds learned by GANs
PhD Student at Université du Québec
Singing Voice Detection using VGGish Embeddings
MSc, University of São Paulo
Dopamine - A framework for flexible Reinforcement Learning research
Senior Research Engineer, Google Brain
Contextualized Affect Representations for Emotion Recognition
PhD Candidate, NTHU
Detecting neuropsychiatric conditions with semantic verbal fluency
MSc Student, UFRGS
Non Synergistic VAE
MSc. Student, UCL
An Evaluation Framework for Granger Matrix Extraction via Point Processes
MSc Student, UFMG
Support Fuzzy-Set Machines - From Kernels on Fuzzy Sets to Machine Learning Applications
Research Scientist, IBM
Towards AutoML in the presence of Drift
MSc Student, INAOE
A deep learning approach to sign language recognition using stacked sparse autoencoders
Assistant Professor, Marist College
Real Non-Volume Preserving Voice Conversion
Ph.D. Candidate, TALP-UPC
Adversarial Attacks on Variational Autoencoders
Ph.D. Student, University of Campinas
Detecting higher order variable interactions - A spectral analysis approach
Associate Professor, USF
Using Deep Convolutional Networks for the Automatic Recognition of MacroInvertebrate in Rivers and Affluents in Panama
Research Scientist, UTP
Predicting criminal behaviour with truncated Lévy flights using real data from Bogotá
BSc Universidad de los Andes and Quantil
Topological Data Analysis to identify subgroups of type-2 Diabetes Mellitus
Health Data Scientist, ITESO
TAct - Optimal search through activation function space
Assistant Professor, California State University, Fresno
Learning How to Plan for Multi-Step Manipulation in Collaborative Robotics
PhD Student, MIT
Model Cards for Reporting Model Performance
Developer Advocate, Google AI
Conditionally Interpretable Super Learner
Associate Professor, USF
Hover - A Wearable Object Identification System for Audio Augmented Reality Interactions
Ph.D. Student, MIT Media Lab