Канал: Machine Learning Department at CMU

Task-Optimized Models of the Brain (Aran Nayebi)

Task-Optimized Models of the Brain (Aran Nayebi)

Next-Gen Statistical Machine Learning

Next-Gen Statistical Machine Learning

Machine Learning Systems

Machine Learning Systems

Distributive Justice for Machine Learning

Distributive Justice for Machine Learning

Machine Learning for Personalized Education at Scale

Machine Learning for Personalized Education at Scale

Learning to Synthesize Images

Learning to Synthesize Images

Deep Learning: From an Alchemist to a Theoretical Alchemist

Deep Learning: From an Alchemist to a Theoretical Alchemist

Equilibrium Models in Deep Learning

Equilibrium Models in Deep Learning

Toward the Jet Age of ML

Toward the Jet Age of ML

Machine Learning Meets Societal Values

Machine Learning Meets Societal Values

Large-scale ML: accuracy, efficiency, fairness

Large-scale ML: accuracy, efficiency, fairness

Theory of (mostly) unsupervised, (mostly) deep machine learning

Theory of (mostly) unsupervised, (mostly) deep machine learning

Machine Learning for Controlling Complex, Autonomous Systems

Machine Learning for Controlling Complex, Autonomous Systems

Embodied visual learning with neural 3D scene representations

Embodied visual learning with neural 3D scene representations

Forecasting Epidemics

Forecasting Epidemics

ML/AI/Data Science for Social Good & Public Policy

ML/AI/Data Science for Social Good & Public Policy

Towards Embodied Intelligence

Towards Embodied Intelligence

A Blueprint of Standardized and Composable ML: Theory, Algorithm, and System

A Blueprint of Standardized and Composable ML: Theory, Algorithm, and System

Assumption-free uncertainty quantification for ML

Assumption-free uncertainty quantification for ML

Language in the brain and machines

Language in the brain and machines

Machine learning for single cell analysis

Machine learning for single cell analysis

Beyond Outcome Fairness in the ML Pipeline

Beyond Outcome Fairness in the ML Pipeline

AI, Game Theory, Markets

AI, Game Theory, Markets

Learning to Synthesize Images by Jun-Yan Zhu - MLD Ph.D. Open House 2020

Learning to Synthesize Images by Jun-Yan Zhu - MLD Ph.D. Open House 2020

Elements of Learning Systems by Tianqi Chen - MLD Ph.D. Open House 2020

Elements of Learning Systems by Tianqi Chen - MLD Ph.D. Open House 2020

It's Happening Here - Machine Learning with Virginia Smith

It's Happening Here - Machine Learning with Virginia Smith

Overcoming Mode Collapse and the Curse of Dimensionality

Overcoming Mode Collapse and the Curse of Dimensionality

Why is Machine Learning the Center of Attention Nowadays?

Why is Machine Learning the Center of Attention Nowadays?

Artificial Intelligence at Carnegie Mellon University

Artificial Intelligence at Carnegie Mellon University

#TBT 2009 - New Cobots are Help on Wheels

#TBT 2009 - New Cobots are Help on Wheels

2018 Commencement Speakers and Honorary Degree Recipients Announcement

2018 Commencement Speakers and Honorary Degree Recipients Announcement

AI at Carnegie Mellon University - History

AI at Carnegie Mellon University - History

Flu Forecasting

Flu Forecasting