(Tutorials) Lower bounds in learning theory

• QMATH Masterclass on Learning Theory, University of Copenhagen, Aug 2023. 

The signal and the noise: learning with random quantum circuits and other agents of chaos (based on [2] and upcoming work)

• Workshop on Hybrid Classical-Quantum Algorithms, Budapest, Hungary, Dec 2023

• Quantum Techniques in Machine Learning (QTML), CERN, Switzerland, Nov 2023

•  IQC Quantum Innovators Workshop, IQC (University of Waterloo), Nov 2023

• IPAM Workshop Mathematical Aspects of Quantum Learning Theory, UCLA, USA, Oct 2023

Exponentially tighter bounds on limitations of quantum error mitigation

• American Physical Society Fall Meeting, Minnesota, USA, Mar 2024

• Chinese Physical Society Fall Meeting, Ningxia, China, Sep 2023

• Perimeter Institute Quantum Seminar, Mar 2023 [Video Recording] (Warning: includes a bad joke about logjams for the Canadian audience)

• QIP 2023 (Ghent, Belgium), Feb 2023   [Video Recording] (Free from bad jokes)

Pseudomagic

• Foundations of Quantum Computing workshop (Royal Holloway, UK), Sep 2022

A single T-gate makes distribution learning hard

• Machine Learning and Quantum Control Conference, Nordita, Sweden, Aug 2022

How to learn a quantum state, and how not to (based on [0], [1])

• Quantum Creators' Prize Symposium, University of Chicago, Nov 2022

• "Quantum Information and the Frontiers of Quantum Theory" workshop, ENS Lyon, France, Jul 2022

• Quantum Seminar at Autonomous University of Barcelona, Nov 2021

• Louisiana State University Quantum Seminar, 2021

• NeurIPS 2021 (Virtual)

• TQC 2021 (Virtual), Jul 2021 [Video recording]

• QC40: Physics of Computation conference @ IBM (Virtual), 2021

• Harvard University QuantumFest (Virtual), 2020

• FU Berlin Quantum Machine Learning Reading group (Virtual), 2020

Quantum Algorithm for Petz Map and Pretty-Good Measurements + Quantum Polar Decomposition

• TQC 2021 (Virtual), Jul 2021 [Video Recording] 

• Perimeter Institute Quantum Seminar (Virtual), 2021 [Video Recording] 

• SIAM Conference on Applied Linear Algebra, Quantum Computing Minisymposium (Virtual), 2021

• MIT QI Seminar (Virtual), 2021

• Cambridge Quantum Computing Quantum Week of Fun (Virtual), 2020

Adaptive Quantum State Tomography with neural networks

• QTML 2018, Daejeon, Korea

• CQT Quantum Machine Learning Seminar, 2017

Robust quantum minimum finding with an application to hypothesis selection

• IRIF Quantum Machine Learning Seminar (Virtual), 2021