Sven Kreiss

LinkedIn: svenkreiss, GitHub: svenkreiss, Twitter: @svenkreiss, e-mail: me@svenkreiss.com

Summary
  • Data Scientist with a focus on Machine Learning and Computer Vision
  • Statistical modeling expert; was on the core team that discovered the Higgs Boson at CERN
  • Organizer of the NYC Data Breakfast
  • Creator of pysparkling and Databench, see GitHub: https://github.com/svenkreiss
  • Preferred programming languages: Python, C++ and JavaScript
  • Languages: English (fluent), German (native), French (basic)
Experience
April 2016 — present
Sidewalk Labs, an Alphabet company, New York
Data Scientist
Predictive modeling for the transportation coordination platform Flow
Geospatial tools and analyses for Sidewalk's Policy team
Sept 2014 — March 2016
Wildcard, New York
Lead Data Scientist
Developed a machine learning tool for text and media extraction from HTML documents
Created a content recommedation engine with Collaborative Filtering on Spark
Supervised dataset generation by in-house analysts
July 2007 — Aug 2009
ElectronX, Germany
Founder
Designed circuit boards and manufactured electronic devices
Education
Sept 2009 — May 2014
New York University, New York
Doctor of Philosophy
Thesis: Higgs Boson Discovery and First Property Measurements using the ATLAS Detector
Award: NSF LHC Student Support Award for a one-year-stay at CERN in Geneva, Switzerland
Sept 2005 — Sept 2009
University of Edinburgh, UK
Master of Physics with Honors in Mathematical Physics, Bachelor of Science
Thesis: New Physics at the LHC: Distinguishability of Supersymmetry and Little Higgs models
Software
April 2016
s2sphere, Python implementation of the S2 geometry library.
May 2015
pysparkling, a native Python implementation of Spark's RDD interface.
June 2014
Databench, an interactive realtime data analysis tool.
Talks
Sept 2015
MLconf, Atlanta
Conference talk on Deep ML Architecture at Wildcard.
May 2015, March 2016
Betaworks Studio and Radius Intelligence, New York and San Francisco
Talk on Data and the Higgs Boson Discovery.
Jan 2014
University of Cambridge, UK
Seminar on Factorizing Theoretical Uncertainties from LHC Higgs Coupling Measurements.
July 2013
Statistical and Applied Mathematical Sciences Institute (SAMSI), Durham, NC
Talk on Modeling and Statistical Analysis for Higgs Physics at the Large Hadron Collider at the workshop on Knowledge Extraction via Comparison of Complex Computational Models to Massive Data Sets.
Jan 2013
CERN, Switzerland
Talk on the H→ZZ*→4l Likelihood in ATLAS at the workshop on Likelihoods for the LHC Searches.
Oct 2012
LHC Days 2012, Split, Croatia
Talk on Standard Model Higgs Combination and Properties.
May 2012
Computing in High Energy and Nuclear Physics (CHEP), New York, NY
Talk on RooStats: Statistical Tools for the LHC.
Media
Oct 2013
The New Yorker
A Nobel Prize Party: Cheese, Bubbles, and a Boson by Betsy Morais
Oct 2013
Momentum Campaign, New York University
A one billion dollar fund-raising campaign where I am featured as one of three students.
March 2013
The New York Times
Chasing the Higgs by Dennis Overbye.
“On the night of June 24, the graduate students and postdocs in Atlas were tiptoeing toward the 5‑sigma finish line. Among them was Sven Kreiss, a New York University graduate student who got a preliminary glimpse of the answer alone in his office late that night when, as part of a crosscheck, he combined the data from two signatures of the Higgs decay and found the result breached 5‑sigma. The next day he sent a plot to his adviser Kyle Cranmer, whose birthday it was, saying he had a present for him.”
Dec 2012
Science
A Particle Consistent with the Higgs Boson Observed with the ATLAS Detector at the Large Hadron Collider by The ATLAS Collaboration.
I contributed the analysis of signal strength and mass shown in Fig. 12.
Selected Publications
As a former member of the ATLAS collaboration, I am a co-author of over 340 published papers which are listed on my author page on inspirehep.net. Below is a list of publications where I made a significant contribution to the paper itself.

K. Cranmer, S. Kreiss, D. Lopez-Val, T. Plehn, Jan 2014, Decoupling Theoretical Uncertainties from Measurements of the Higgs Boson, Phys Rev D91, arXiv:1401.0080 [hep-ph], code on Github at svenkreiss/decouple, supplemental material at http://dx.doi.org/10.6084/m9.figshare.888607.
ATLAS Collaboration, Sept 2013, Likelihoods for the H → γγ, H → ZZ* → 4l and H → WW* → 4l channel in the (µggF+ttH * B/BSM, µVBF+VH * B/BSM) plane for a Higgs boson mass mH = 125.5 GeV, Datasets on HepData: https://inspirehep.net/record/1241574/data.
ATLAS collaboration, July 2013, Measurements of Higgs boson production and couplings in diboson final states with the ATLAS detector at the LHC, ATLAS writer, Phys.Lett. B726 (2013) 88-119.
ATLAS collaboration, July 2013, Evidence for the spin-0 nature of the Higgs boson using ATLAS data, Phys.Lett. B726 (2013) 120-144.
ATLAS collaboration, March 2013, Combined coupling measurements of the Higgs-like boson with the ATLAS detector using up to 25 fb−1 of proton-proton collision data, ATLAS writer, ATLAS-COM-CONF-2013-035.
ATLAS collaboration, July 2012, Observation of a new particle in the search for the Standard Model Higgs boson with the ATLAS detector at the LHC, Responsible for Bayesian cross checks, Phys.Lett. B716 (2012) 1-29.
ATLAS collaboration, July 2012, Combined search for the Standard Model Higgs boson in pp collisions at √s = 7 TeV with the ATLAS detector, Phys.Rev. D86 (2012) 032003.
ATLAS collaboration, Feb 2012, Combined search for the Standard Model Higgs boson using up to 4.9 fb⁻¹ of pp collision data at √s = 7 TeV with the ATLAS detector at the LHC, Phys.Lett. B710 (2012) 49-66.
ATLAS collaboration, December 2010, Measurement of the top quark pair production cross-section with ATLAS in pp collisions at √s = 7 TeV, Eur.Phys.J.C71:1577 (2011).
L. Moneta, K. Belasco, K.S. Cranmer, S. Kreiss, A. Lazzaro, et al, Oct 2012, The RooStats Project, PoS (ACAT2010) 057.
B.C. Allanach et al, Jan 2008, SUSY Les Houches Accord 2, CPC 180 (2009) 1.