Sergio Boixo

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 12

Top Topics

Neural Network Training

Quantum Computation

Markovian Decision

Top Venues

Future Gener. Comput. Syst.

Publications

Kostyantyn Kechedzhi, Sergei V. Isakov, Salvatore Mandrà, Benjamin Villalonga, X. Mi, Sergio Boixo, Vadim Smelyanskiy
Effective quantum volume, fidelity and computational cost of noisy quantum processing experiments. Future Gener. Comput. Syst. 153 (2024)
Johannes Bausch, Andrew W. Senior, Francisco J. H. Heras, Thomas Edlich, Alex Davies, Michael Newman, Cody Jones, Kevin J. Satzinger, Murphy Yuezhen Niu, Sam Blackwell, George Holland, Dvir Kafri, Juan Atalaya, Craig Gidney, Demis Hassabis, Sergio Boixo, Hartmut Neven, Pushmeet Kohli
Learning to Decode the Surface Code with a Recurrent, Transformer-Based Neural Network. CoRR (2023)
Masoud Mohseni, Daniel Eppens, Johan Strümpfer, Raffaele Marino, Vasil S. Denchev, Alan K. Ho, Sergei V. Isakov, Sergio Boixo, Federico Ricci-Tersenghi, Hartmut Neven
Nonequilibrium Monte Carlo for unfreezing variables in hard combinatorial optimization. CoRR (2021)
Igor L. Markov, Aneeqa Fatima, Sergei V. Isakov, Sergio Boixo
Massively Parallel Approximate Simulation of Hard Quantum Circuits. DAC (2020)
Murphy Yuezhen Niu, Andrew M. Dai, Li Li, Augustus Odena, Zhengli Zhao, Vadim Smelyanskyi, Hartmut Neven, Sergio Boixo
Learnability and Complexity of Quantum Samples. CoRR (2020)
Michael Broughton, Guillaume Verdon, Trevor McCourt, Antonio J. Martinez, Jae Hyeon Yoo, Sergei V. Isakov, Philip Massey, Murphy Yuezhen Niu, Ramin Halavati, Evan Peters, Martin Leib, Andrea Skolik, Michael Streif, David Von Dollen, Jarrod R. McClean, Sergio Boixo, Dave Bacon, Alan K. Ho, Hartmut Neven, Masoud Mohseni
TensorFlow Quantum: A Software Framework for Quantum Machine Learning. CoRR (2020)
Hsin-Yuan Huang, Michael Broughton, Masoud Mohseni, Ryan Babbush, Sergio Boixo, Hartmut Neven, Jarrod R. McClean
Power of data in quantum machine learning. CoRR (2020)
Murphy Yuezhen Niu, Vadim Smelyanskyi, Paul Klimov, Sergio Boixo, Rami Barends, Julian Kelly, Yu Chen, Kunal Arya, Brian Burkett, Dave Bacon, Zijun Chen, Benjamin Chiaro, Roberto Collins, Andrew Dunsworth, Brooks Foxen, Austin G. Fowler, Craig Gidney, Marissa Giustina, Rob Graff, Trent Huang, Evan Jeffrey, David Landhuis, Erik Lucero, Anthony Megrant, Josh Mutus, Xiao Mi, Ofer Naaman, Matthew Neeley, Charles J. Neill, Chris Quintana, Pedram Roushan, John M. Martinis, Hartmut Neven
Learning Non-Markovian Quantum Noise from Moiré-Enhanced Swap Spectroscopy with Deep Evolutionary Algorithm. CoRR (2019)
Benjamin Villalonga, Dmitry I. Lyakh, Sergio Boixo, Hartmut Neven, Travis S. Humble, Rupak Biswas, Eleanor Gilbert Rieffel, Alan K. Ho, Salvatore Mandrà
Establishing the Quantum Supremacy Frontier with a 281 Pflop/s Simulation. CoRR (2019)
Kostyantyn Kechedzhi, Vadim Smelyanskiy, Jarrod R. McClean, Vasil S. Denchev, Masoud Mohseni, Sergei Isakov, Sergio Boixo, Boris Altshuler, Hartmut Neven
Efficient Population Transfer via Non-Ergodic Extended States in Quantum Spin Glass. TQC (2018)
Jarrod R. McClean, Sergio Boixo, Vadim N. Smelyanskiy, Ryan Babbush, Hartmut Neven
Barren plateaus in quantum neural network training landscapes. CoRR (2018)
Igor L. Markov, Aneeqa Fatima, Sergei V. Isakov, Sergio Boixo
Quantum Supremacy Is Both Closer and Farther than It Appears. CoRR (2018)
Rolando D. Somma, Sergio Boixo
Spectral Gap Amplification. SIAM J. Comput. 42 (2) (2013)
Chris Heunen, Sergio Boixo
Completely positive classical structures and sequentializable quantum protocols. QPL (2011)
Sergio Boixo, Emanuel Knill, Rolando D. Somma
Eigenpath traversal by phase randomization. Quantum Inf. Comput. 9 (9&10) (2009)