Search for tag: "machine."

Reuth Mirsky - The Seeing Eye Robot: Developing a Human-Aware Artificial Collaborator

Automated care systems are becoming more tangible…

From  Katie Gentilello 7 plays 0  

Arthur Gretton – Generalized Energy-Based Models

Arthur Gretton will describe Generalized Energy…

From  Katie Gentilello 32 plays 0  

Francis Bach - Structured Prediction - Beyond Support Vector Machine and Cross Entropy

Many classification tasks in machine learning lie…

From  Katie Gentilello 10 plays 0  

Alekh Agarwal - Towards a Theory of Representation Learning for Reinforcement Learning

Provably sample-efficient reinforcement learning…

From  Katie Gentilello 25 plays 0  

Jie Tan - Learning Locomotion: From Simulation to Real World

Deep Reinforcement Learning (DRL) holds the…

From  Katie Gentilello 6 plays 0  

Qi Wei - Generative models based on point processes for financial time series simulation

In this seminar, I will talk about generative…

From  Katie Gentilello 6 plays 0  

Ellie Pavlick - You can lead a horse to water...: Representing vs. Using Features in Neural NLP

A wave of recent work has sought to understand…

From  Katie Gentilello 13 plays 0  

Csaba Szepesvari - Compressed computation of good policies in large MDPs

Markov decision processes (MDPs) is a framework…

From  Katie Gentilello 22 plays 0  

Vincent Tan - Learning Tree Models in Noise: Exact Asymptotics and Robust Algorithms

We consider the classical problem of learning…

From  Katie Gentilello 22 plays 0  

Bolei Zhou - Interpretable latent space and inverse problem in deep generative models

Recent progress in deep generative models such as…

From  Katie Gentilello 37 plays 0  

Jia-Bin Huang - Bringing Visual Memories to Life

Photography allows us to capture and share…

From  Katie Gentilello 24 plays 0  

ML@GT Lab presents LAB LIGHTNING TALKS 2020

Labs affiliated with the Machine Learning Center…

From  Katie Gentilello 27 plays 0  

Let's Talk About Bias and Diversity in Data, Software, and Institutions

Bias and lack of diversity have long been…

From  Katie Gentilello 18 plays 0  

Ankur Parikh - Towards High Precision Text Generation

Despite large advances in neural text generation…

From  Katie Gentilello 16 plays 0  

Applying Emerging Technologies In Service of Journalism at The New York Times

Emerging technologies, particularly within…

From  Katie Gentilello 15 plays 0  

Adriana Kovashka - Reasoning about Complex Media from Weak Multi-modal Supervision

In a world of abundant information targeting…

From  Katie Gentilello 8 plays 0