Quantum Techniques in Machine Learning 2020

Cambridge, Massachusetts, USA
09-12 November 2020

Quantum Techniques in Machine Learning (QTML) is an annual international conference 

focusing on the interdisciplinary field of quantum technology and machine learning. The goal of the conference is to gather leading academic researchers and industry players to interact through a series of scientific talks focussed on the interplay between machine learning and quantum physics.

Please see our note on how we plan to prepare for possible complications due to the Covid-19.

 

QTML was first hosted in Verona, Italy (2017), then Durban, South Africa (2018), and was last held in Daejeon, South Korea (2019). This is the conference's fourth annual year, and will be held from November 9 to 12, 2020 at Boston Marriott Cambridge in Cambridge, Massachusetts.   


Example topics at QTML include, but are not limited to:
 

  • Quantum algorithms for machine learning tasks

  • Quantum state reconstruction from data

  • Machine learning for experimental quantum information

  • Machine learning for Hamiltonian learning

  • Variational quantum algorithms

  • Learning and optimization with hybrid quantum-classical methods

  • Quantum machine learning applications for industry

  • Tensor network methods and quantum-inspired machine learning

  • Data encoding and processing in quantum systems

  • Quantum learning theory

 

Important Dates

June 15

SUBMISSION DEADLINE

Submission Deadline

October 19

Last Day to Reserve Hotel at Discount

 Rate

Nov 9-12

Conference

Nov 13

Satellite

 Workshop

 

Program

Confirmed Speakers
  • Hans Briegel 

  • Juan Carrasquilla

  • Patrick Coles

  • Vedran Dunjko

  • Aram Harrow

  • Nana Liu

  • Eleanor Rieffel

  • Lei Wang

 

     ...With more to come!​

Full Program Details To Be Determined
 

Submit Your Abstract

Click here to submit your abstract via Easy Chair.
 
The deadline to submit an abstract for a talk is June 15, 11:59pm anywhere on earth.
The deadline to submit an abstract for a poster is July 1, 11:59pm anywhere on earth.
Accepted submissions for talks will be given a 15-25 minute presentation.
QTML 2020 will be accepting, for contributed talks, short abstract submissions and long paper submissions. The conference will aim for the best quality talks, regardless which track they come from; no preference is given to either track.
All submissions should be in PDF format. If the work corresponding to the submission is published, has been submitted elsewhere, or appears on arXiv, then it should be so indicated on the first page of the submission. 
Short Papers: We will be accepting APS-style abstracts up to a maximum of 1-page. Abstracts will not appear in conference proceedings. 
Long Papers: We will be accepting original papers ranging from 12-15 pages, and may appear in conference proceedings. For more details on format criteria, click here.
Posters: All papers will automatically be considered for poster submission if not accepted for a contributed talk. Poster-only submissions can be submitted, and should include an abstract in the same format as the short paper.
 

Travel and Local Info

DIRECTIONS

QTML 2020 will be held at the Boston Marriott Cambridge hotel. If traveling from Boston Logan Airport, there are a couple options to get to the hotel:

Public Transit (cost: free) - Takes about 25 minutes. Take the Silver Line Bus to South Station. Once you get off the bus at the South Station stop, follow the signs (make sure not to accidentally exit through the gates) and head downstairs to take the Red Line Alewife subway train to the Kendall/MIT stop. The hotel is located steps away from the Kendall/MIT stop.

Taxi or Uber (cost: approximately $30) - Takes about 20 minutes.

HOTEL ​

We have the privilege of being hosted at the Boston Marriott Cambridge hotel in Kendall Square. The hotel is located in the heart of the technology sector in Boston, right next door to the historic Massachusetts Institute of Technology, and just two subway stops away from Harvard University. Unfortunately, hotels in this area can be quite expensive, and other options such as Airbnb are limited.

 

The Boston Marriott Cambridge hotel, however, has given us a discounted block of rooms specifically for the conference; please book your rooms using this link to receive the discount. Rooms in this block are limited, and the last day to book with a discount is October 17.

Registration

The link to register for the conference is coming soon. 

 
 

About QTML

Steering committee

  • Alessandra Di Pierro (Università di Verona)

  • Stefano Mancini (Università di Camerino)

  • Francesco Petruccione (University of KwaZulu-Natal)

  • June-Koo Kevin Rhee (KAIST)


Organizing committee for QTML 2020

  • Jonathan Olson (Zapata Computing, Chair)

  • Alessandra Di Pierro (Università di Verona)


Program committee for QTML 2020

  • Alejandro Perdomo-Ortiz (Zapata Computing, Co-Chair)

  • Roger Melko (University of Waterloo/Perimeter Institute, Co-Chair) 

  • Alessandra Di Pierro (Università di Verona)

  • Amira Abbas (University of KwaZulu-Natal)

  • Giovanni Acampora (Università di Napoli Federico II)

  • Matthias Degroote (University of Toronto)

  • Vedran Dunjko (LIACS, Leiden University)

  • Christina Giarmatzi (University of Queensland)

  • Aroosa Ijaz (Xanadu, Canada)

  • Maria Kieferova (University of Technology Sydney)

  • Lucas Lamata (Universidad de Sevilla)

  • Alba Cervera Lierta (University of Toronto)

  • Nana Liu (Shanghai Jiao Tong University)

  • Daniel Park (Korea Advanced Institute of Science and Technology)

  • Minh Ha Quang (RIKEN)

  • June-Koo Kevin Ree (Korea Advanced Institute of Science and Technology)

  • Davide Venturelli (USRA Research Institute for Advanced Computer Science, NASA)

 

Scientific advisory committee for QTML 2020

  • Hans Briegel (University of Innsbruck)

  • Juan Carrasquilla (Perimeter Institute, Vector Institute)

  • Ignacio Cirac (Max Planck Institute of Quantum Optics)

  • Eun-Ah Kim (Cornell University)

  • Eleanor Rieffel (NASA)

  • Maria Schuld (Xanadu, University of KwaZulu-Natal)


Past QTML

 

Boston Marriott Cambridge

50 Broadway

Cambridge, MA 02142

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