Talks

2020

The Hidden Geometry of Particle Collisions
ATLAS Jet & Photon Physics Subgroup
Remote Talk. May 25, 2020
Slides
Data ex Machina: Machine Learning with Public Collider Data
Applied Machine Learning Days 2020, AI & Physics
EPFL, Lausanne, Switzerland. Jan. 28, 2020
Slides Video Animations
Data ex Machina: Machine Learning with Jets in CMS Open Data
Machine Learning for Jet Physics Workshop
New York University, New York, U.S.A. Jan. 16, 2020
Slides Abstract Animations

2019

Metric Methods with Open Collider Data
NeurIPS 2019, Machine Learning and the Physical Sciences
Vancouver, Canada. Dec. 14, 2019
★ Selected as an Oral Contribution.
Slides Video Paper Poster Animations
Exploring the (Metric) Space of Collider Events with CMS Open Data
Monash University Virtual Seminar
Monash University, Melbourne, Australia. Nov. 18, 2019
Slides Animations
The Space of Collider Events
BOOST 2019
MIT, Cambridge, U.S.A.. July 22, 2019
Slides Abstract Animations
Exploring the (Metric) Space of Jets with CMS Open Data
CERN EP-IT Data Science Seminar
CERN, Geneva, Switzerland. Jun. 19, 2019
Slides Video Abstract Animations
Analyzing Jet Substructure with Energy Flow
Elementary Particle Physics Journal Club
SLAC National Accelerator Laboratory, Menlo Park, U.S.A.. Apr. 26, 2019
Slides Abstract
Exploring the (Metric) Space of Collider Events
ATLAS-Theory Lunch
Lawrence Berkeley National Laboratory, Berkeley, U.S.A.. Apr. 18, 2019
Slides Animations
Exploring the (Metric) Space of Collider Events
MIT CTP BSM/LHC/DM Journal Club
MIT, Cambridge, U.S.A.. Mar. 8, 2019
Slides Animations
Towards Data-Driven Particle Physics Classifiers
Deep Learning in the Natural Sciences
University of Hamburg, Hamburg, Germany. Mar. 1, 2019
Slides Abstract
Exploring the (Metric) Space of Collider Events
CERN Particle and Astro-Particle Physics Seminar
CERN, Geneva, Switzerland. Feb. 22, 2019
Slides Animations
Exploring the (Metric) Space of Collider Events
Harvard Particle Physics Lunch Talk
Harvard University, Cambridge, U.S.A. Feb. 13, 2019
Slides Animations

2018

Disentangling Jet Categories at Colliders
Machine Learning for Jet Physics Workshop
Fermilab, Batavia, U.S.A. Nov. 16, 2018
Slides Abstract
On the Topic of Jets: An Operational Definition of Quark and Gluon Jets
BOOST 2018
Sorbonne University, Paris, France. July 19, 2018
Slides Abstract
Jet Physics & Modern Machine Learning
Harvard Particle Physics Lunch Talk
Harvard University, Cambridge, U.S.A. Feb. 7, 2018
Slides

2017

Weak Supervision in High Dimensions
Machine Learning for Jet Physics Workshop
Lawrence Berkeley National Laboratory, Berkeley, U.S.A. Dec. 13, 2017
Slides Abstract
A complete, linear basis for (machine) learning jet substructure
Machine Learning for Jet Physics Workshop
Lawrence Berkeley National Laboratory, Berkeley, U.S.A. Dec. 12, 2017
Slides Abstract
(Machine) Learning to Remove Pileup at the LHC
MIT BSM/LHC/DM Journal Club
MIT, Cambridge, U.S.A. Sep. 8, 2017
Slides
Learning to Remove Pileup at the LHC with Jet Images
ACAT 2017
University of Washington, Seattle, U.S.A. Aug. 22, 2017
Slides Abstract
Pileup Mitigation with Machine Learning
BOOST 2017
Buffalo, U.S.A. July 19, 2017
Slides Abstract

2014

Fringe E-Fields of Deflectors in the Storage Ring pEDM Experiment
4th Joint Meeting of APS Nuclear Physics Division & the Physical Society of Japan
Waikoloa, U.S.A. Oct. 9, 2014
Slides