Talks

2023

June 30	·	Talk · Sampling from Gaussian Process Posteriors using Stochastic Gradient Descent
June 21	·	Talk · Sampling from Gaussian Process Posteriors using Stochastic Gradient Descent
May 12	·	Talk · Physically Structured Neural Networks for Smooth and Contact Dynamics
April 14	·	Talk · Physically Structured Neural Networks for Smooth and Contact Dynamics
March 15	·	Talk · Pathwise Conditioning and Non-Euclidean Gaussian Processes
January 12	·	Talk · Pathwise Conditioning and Non-Euclidean Gaussian Processes

2022

November 18	·	Talk · Pathwise Conditioning and Non-Euclidean Gaussian Processes
November 16	·	Talk · Pathwise Conditioning and Non-Euclidean Gaussian Processes
November 15	·	Talk · Pathwise Conditioning and Non-Euclidean Gaussian Processes
November 10	·	Talk · Pathwise Conditioning and Non-Euclidean Gaussian Processes
November 9	·	Talk · Pathwise Conditioning and Non-Euclidean Gaussian Processes
November 8	·	Talk · Pathwise Conditioning and Non-Euclidean Gaussian Processes
November 7	·	Talk · Pathwise Conditioning and Non-Euclidean Gaussian Processes
November 4	·	Talk · Pathwise Conditioning and Non-Euclidean Gaussian Processes
November 3	·	Talk · Pathwise Conditioning and Non-Euclidean Gaussian Processes
November 2	·	Talk · Pathwise Conditioning and Non-Euclidean Gaussian Processes
November 1	·	Talk · Pathwise Conditioning and Non-Euclidean Gaussian Processes
October 21	·	Talk · Understanding and Scaling Up Sparse Gaussian Processes
July 14	·	Talk · Pathwise Conditioning and Non-Euclidean Gaussian Processes
July 13	·	Talk · Pathwise Conditioning and Non-Euclidean Gaussian Processes
July 1	·	Talk · Pathwise Conditioning and Non-Euclidean Gaussian Processes
June 10	·	Talk · Machines Regret Their Actions Too: A Brief Tutorial on Multi-armed Bandits
June 8	·	Talk · Non-Euclidean Matérn Gaussian Processes
May 27	·	Talk · Non-Euclidean Matérn Gaussian Processes
May 25	·	Talk · Physically Structured Neural Networks for Smooth and Contact Dynamics
May 6	·	Talk · Non-Euclidean Matérn Gaussian Processes
March 25	·	Talk · Matérn Gaussian Processes on Riemannian Manifolds

2021

November 15	·	Talk · Gaussian Processes and Statistical Decision-making in Non-Euclidean Spaces
September 24	·	Talk · A Brief Tutorial on Multi-armed Bandits
July 14	·	Talk · Matérn Gaussian Processes on Graphs
July 14	·	Talk · Physically Structured Neural Networks for Smooth and Contact Dynamics
June 21	·	Talk · Gaussian Processes on Riemannian Manifolds for Robotics
March 21	·	Poster · Aligning Time Series on Incomparable Spaces
March 21	·	Poster · Learning Contact Dynamics using Physically Structured Neural Networks
March 21	·	Poster · Matérn Gaussian Processes on Graphs
March 21	·	Talk · Matérn Gaussian Processes on Graphs
March 5	·	Talk · A Brief Tutorial on Multi-armed Bandits
March 4	·	Talk · A Brief Tutorial on Multi-armed Bandits
February 5	·	Talk · Pathwise, spectral, and geometric perspectives on Gaussian processes

2020

December 7	·	Poster · Matérn Gaussian Processes on Riemannian Manifolds
November 16	·	Talk · Sparse Parallel Training of Hierarchical Dirichlet Process Topic Models
November 12	·	Talk · Matérn Gaussian Processes on Riemannian Manifolds
October 5	·	Talk · Pathwise, spectral, and geometric perspectives on Gaussian processes
October 1	·	Talk · Efficiently sampling functions from Gaussian process posteriors
September 23	·	Talk · Efficiently sampling functions from Gaussian process posteriors
July 29	·	Talk · Efficiently sampling functions from Gaussian process posteriors
July 29	·	Talk · Pathwise, spectral, and geometric perspectives on Gaussian processes
June 17	·	Talk · Asynchronous Gibbs Sampling
April 29	·	Talk · Towards physically structured probabilistic reinforcement learning
February 11	·	Talk · Towards physically structured probabilistic reinforcement learning

2019

October 19	·	Talk · Sparse Parallel Training of Hierarchical Dirichlet Process Topic Models
August 26	·	Poster · A Piecewise Deterministic Markov Process via (r, θ) swaps in hyperspherical coordinates

2018

July 10	·	Talk · Pólya Urn Latent Dirichlet Allocation
July 5	·	Talk · A Piecewise Deterministic Markov Process via (r, θ) swaps in hyperspherical coordinates
June 26	·	Poster · Pólya Urn Latent Dirichlet Allocation
March 23	·	Poster · Pólya Urn Latent Dirichlet Allocation
January 22	·	Talk · Pólya Urn Latent Dirichlet Allocation