Events List

DateEvent TypeSpeaker
10/01/2018CCPP Brown BagDavid Hogg [ + ]
10/01/2018Blanton Tinker Pullen Blanton Tinker Pullen [ + ]
10/01/2018Informal Astro TalkJaiyul Yoo [ + ]
10/02/2018Modjaz Group MtgModjaz Group Mtg [ + ]
10/02/2018Astro SeminarJeremiah Murphy [ + ]
10/03/2018Astroparticle Group MeetAstro Particle Group Mtg [ + ]
10/03/2018HEP SeminarConnor Behan [ + ]
10/03/2018Astro PhAstro Ph [ + ]
10/04/2018Physics Dept ColloquiumWill Farr [ + ]
10/05/2018SPS Mentor MixerSPS Mentor/Mentee Mixer [ + ]
10/05/2018NYU-CCA LSS Group MtgNYU-CCA LSS Group Mtg [ + ]
10/05/2018Grad Student SympGraduate Student Symposium [ + ]
10/08/2018No Brown Bag [ + ]
10/08/2018Blanton Tinker Pullen Blanton Tinker Pullen [ + ]
10/09/2018Modjaz Group MtgModjaz Group Mtg [ + ]
10/09/2018Astro SeminarElisa Chisari [ + ]
10/10/2018Astroparticle Group MeetAstro Particle Group Mtg [ + ]
10/10/2018HEP SeminarJacob Sonnenschein [ + ]
10/10/2018Astro PhAstro Ph [ + ]
10/11/2018Physics Dept ColloquiumMichel Devoret [ + ]
10/12/2018MacFadyen Group MtgMacFadyen Group Mtg [ + ]
10/12/2018Astro PhAstro Ph [ + ]
10/12/2018ISCISC [ + ]
10/15/2018CCPP Brown BagMassimo Porrati [ + ]
10/15/2018Blanton Tinker Pullen Blanton Tinker Pullen [ + ]
10/16/2018Modjaz Group MtgModjaz Group Mtg [ + ]
10/16/2018Astro SeminarAndrey Timokhin [ + ]
10/16/2018Special SeminarAlex Vilenkin [ + ]
10/17/2018Astroparticle Group MeetAstro Particle Group Mtg [ + ]
10/17/2018HEP SeminarJesse Thaler [ -- ]

Title: Deep Sets for Particle Jets
Description: One of most basic facts about quantum mechanics is that identical particles are indistinguishable. One of most basic facts about quantum field theory is that only infrared-and-collinear-safe observables can be calculated in a fixed-order expansion. In this talk, I show how to incorporate both of these facts into a novel machine learning architecture called Energy Flow Networks (EFNs). EFNs are a special case of a more general architecture called Deep Sets, with the nice feature that one can "open the box" of an EFN to gain insight into what the network has learned. Using the example of quark/gluon jet tagging at the LHC, I highlight the excellent performance of EFNs and their intuitive visualization. (2:00 PM - 3:30 PM, 726 Broadway, 940, CCPP Seminar)
10/17/2018Astro PhAstro Ph [ + ]
10/18/2018Physics Dept ColloquiumEric Vanden Eijnden [ + ]
10/19/2018NYU-CCA LSS Group MtgNYU-CCA LSS Group Mtg [ + ]
10/19/2018Special HET SeminarAlessandro Sfondrini [ + ]
10/19/2018ISCISC [ + ]
10/22/2018CCPP Brown BagAnthony Pullen [ + ]
10/22/2018Informal Astro TalkGabrijela Zaharijas [ + ]
10/22/2018Blanton Tinker Pullen Blanton Tinker Pullen [ + ]
10/23/2018Modjaz Group MtgModjaz Group Mtg [ + ]
10/23/2018Astro SeminarMatteo Cantiello [ + ]
10/24/2018Astroparticle Group MeetAstro Particle Group Mtg [ + ]
10/24/2018HEP SeminarEliezer Rabinovici [ + ]
10/24/2018Astro PhAstro Ph [ + ]
10/25/2018Physics Dept ColloquiumMariangela Lisanti [ + ]
10/26/2018ISCISC [ + ]
10/29/2018CCPP Pizza SocialPizza [ + ]
10/29/2018Blanton Tinker Pullen Blanton Tinker Pullen [ + ]
10/30/2018Modjaz Group MtgModjaz Group Mtg [ + ]
10/30/2018Astro SeminarMichele Bannister [ + ]
10/31/2018Astroparticle Group MeetAstro Particle Group Mtg [ + ]
10/31/2018HEP SeminarChris Hull [ + ]
10/31/2018Astro PhAstro Ph [ + ]