David Sutter

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 31

Top Topics

Learning Models

Bregman Divergences

Relative Entropy

Top Venues

IEEE Trans. Inf. Theory

IEEE J. Sel. Areas Commun.

Publications

Massimiliano Datres, Gian Paolo Leonardi, Alessio Figalli, David Sutter
A Two-Scale Complexity Measure for Deep Learning Models. CoRR (2024)
Christophe Piveteau, David Sutter
Circuit Knitting With Classical Communication. IEEE Trans. Inf. Theory 70 (4) (2024)
Gian Gentinetta, Arne Thomsen, David Sutter, Stefan Woerner
The complexity of quantum support vector machines. Quantum 8 (2024)
Gian Gentinetta, David Sutter, Christa Zoufal, Bryce Fuller, Stefan Woerner
Quantum Kernel Alignment with Stochastic Gradient Descent. QCE (2023)
Gian Gentinetta, David Sutter, Christa Zoufal, Bryce Fuller, Stefan Woerner
Quantum Kernel Alignment with Stochastic Gradient Descent. CoRR (2023)
Tony Metger, Omar Fawzi, David Sutter, Renato Renner
Generalised entropy accumulation. CoRR (2022)
Tony Metger, Omar Fawzi, David Sutter, Renato Renner
Generalised entropy accumulation. FOCS (2022)
Gian Gentinetta, Arne Thomsen, David Sutter, Stefan Woerner
The complexity of quantum support vector machines. CoRR (2022)
David Sutter, Omar Fawzi, Renato Renner
Bounds on Lyapunov Exponents via Entropy Accumulation. IEEE Trans. Inf. Theory 67 (1) (2021)
Amira Abbas, David Sutter, Alessio Figalli, Stefan Woerner
Effective dimension of machine learning models. CoRR (2021)
Amira Abbas, David Sutter, Christa Zoufal, Aurélien Lucchi, Alessio Figalli, Stefan Woerner
The power of quantum neural networks. Nat. Comput. Sci. 1 (6) (2021)
David Sutter, Giacomo Nannicini, Tobias Sutter, Stefan Woerner
Quantum Legendre-Fenchel Transform. CoRR (2020)
Amira Abbas, David Sutter, Christa Zoufal, Aurélien Lucchi, Alessio Figalli, Stefan Woerner
The power of quantum neural networks. CoRR (2020)
Tobias Sutter, David Sutter, Peyman Mohajerin Esfahani, John Lygeros
Generalized Maximum Entropy Estimation. J. Mach. Learn. Res. 20 (2019)
Kun Fang, Omar Fawzi, Renato Renner, David Sutter
A chain rule for the quantum relative entropy. CoRR (2019)
David Sutter, Omar Fawzi, Renato Renner
Bounds on Lyapunov exponents. CoRR (2019)
Francesco Buscemi, David Sutter, Marco Tomamichel
An information-theoretic treatment of quantum dichotomies. CoRR (2019)
Raban Iten, David Sutter, Stefan Woerner
Efficient template matching in quantum circuits. CoRR (2019)
David Sutter
Approximate quantum Markov chains. CoRR (2018)
Tobias Sutter, David Sutter, John Lygeros
Capacity of random channels with large alphabets. Adv. Math. Commun. 11 (4) (2017)
Raban Iten, Joseph M. Renes, David Sutter
Pretty good measures in quantum information theory. ISIT (2017)
David Sutter, Volkher B. Scholz, Andreas J. Winter, Renato Renner
Approximate Degradable Quantum Channels. IEEE Trans. Inf. Theory 63 (12) (2017)
Raban Iten, Joseph M. Renes, David Sutter
Pretty Good Measures in Quantum Information Theory. IEEE Trans. Inf. Theory 63 (2) (2017)
David Sutter, Mario Berta, Marco Tomamichel
Quantum Markov chains and logarithmic trace inequalities. ISIT (2017)
Tobias Sutter, David Sutter, Peyman Mohajerin Esfahani, John Lygeros
Generalized maximum entropy estimation. CoRR (2017)
David Sutter, Marco Tomamichel, Aram W. Harrow
Strengthened Monotonicity of Relative Entropy via Pinched Petz Recovery Map. IEEE Trans. Inf. Theory 62 (5) (2016)
David Sutter, Tobias Sutter, Peyman Mohajerin Esfahani, Renato Renner
Efficient Approximation of Quantum Channel Capacities. IEEE Trans. Inf. Theory 62 (1) (2016)
Joseph M. Renes, David Sutter, Seyed Hamed Hassani
Alignment of Polarized Sets. IEEE J. Sel. Areas Commun. 34 (2) (2016)
David Sutter, Mario Berta, Marco Tomamichel
Multivariate Trace Inequalities. CoRR (2016)
Marius Junge, Renato Renner, David Sutter, Mark M. Wilde, Andreas J. Winter
Universal recoverability in quantum information. ISIT (2016)
David Sutter, Marco Tomamichel, Aram W. Harrow
Strengthened monotonicity of relative entropy via pinched Petz recovery map. ISIT (2016)
Joseph M. Renes, David Sutter, Seyed Hamed Hassani
Alignment of polarized sets. ISIT (2015)
Tobias Sutter, David Sutter, John Lygeros
Asymptotic Capacity of a Random Channel. CoRR (2015)
Marius Junge, Renato Renner, David Sutter, Mark M. Wilde, Andreas J. Winter
Universal recovery from a decrease of quantum relative entropy. CoRR (2015)
David Sutter, Omar Fawzi, Renato Renner
Universal recovery map for approximate Markov chains. CoRR (2015)
Tobias Sutter, David Sutter, Peyman Mohajerin Esfahani, John Lygeros
Efficient Approximation of Channel Capacities. IEEE Trans. Inf. Theory 61 (4) (2015)
Joseph M. Renes, David Sutter, Frédéric Dupuis, Renato Renner
Efficient Quantum Polar Codes Requiring No Preshared Entanglement. IEEE Trans. Inf. Theory 61 (11) (2015)
David Sutter, Volkher B. Scholz, Renato Renner
Approximate degradable quantum channels. ISIT (2015)
Tobias Sutter, David Sutter, John Lygeros
Asymptotic capacity of a random channel. Allerton (2014)
David Sutter, Joseph M. Renes
Universal polar codes for more capable and less noisy channels and sources. ISIT (2014)
Joseph M. Renes, David Sutter, Seyed Hamed Hassani
Alignment of Polarized Sets. CoRR (2014)
David Sutter, Peyman Mohajerin Esfahani, Tobias Sutter, John Lygeros
Efficient approximation of discrete memoryless channel capacities. ISIT (2014)
David Sutter, Volkher B. Scholz, Renato Renner
Approximate Degradable Quantum Channels. CoRR (2014)
Tobias Sutter, David Sutter, Peyman Mohajerin Esfahani, John Lygeros
Efficient Approximation of Channel Capacities. CoRR (2014)
Tobias Sutter, Peyman Mohajerin Esfahani, David Sutter, John Lygeros
Capacity approximation of memoryless channels with countable output alphabets. ISIT (2014)
David Sutter, Tobias Sutter, Peyman Mohajerin Esfahani, Renato Renner
Efficient Approximation of Quantum Channel Capacities. CoRR (2014)
David Sutter, Joseph M. Renes, Frédéric Dupuis, Renato Renner
Efficient quantum channel coding scheme requiring no preshared entanglement. ISIT (2013)
Joseph M. Renes, Renato Renner, David Sutter
Efficient One-Way Secret-Key Agreement and Private Channel Coding via Polarization. ASIACRYPT (1) (2013)
David Sutter, Joseph M. Renes, Renato Renner
Efficient One-Way Secret-Key Agreement and Private Channel Coding via Polarization CoRR (2013)
David Sutter, Joseph M. Renes
Universal Polar Codes for More Capable and Less Noisy Channels and Sources. CoRR (2013)
David Sutter, Joseph M. Renes, Frédéric Dupuis, Renato Renner
Achieving the Capacity of any DMC using only Polar Codes CoRR (2012)
David Sutter, Joseph M. Renes, Frédéric Dupuis, Renato Renner
Achieving the capacity of any DMC using only polar codes. ITW (2012)