Dave Touchette’s research while affiliated with Université de Sherbrooke and other places

What is this page?


This page lists works of an author who doesn't have a ResearchGate profile or hasn't added the works to their profile yet. It is automatically generated from public (personal) data to further our legitimate goal of comprehensive and accurate scientific recordkeeping. If you are this author and want this page removed, please let us know.

Publications (33)


One-Shot Quantum State Redistribution and Quantum Markov Chains
  • Article

September 2023

·

30 Reads

·

8 Citations

IEEE Transactions on Information Theory

Anurag Anshu

·

·

·

[...]

·

Dave Touchette

We revisit the task of quantum state redistribution in the one-shot setting, and design a protocol for this task with communication cost in terms of a measure of distance from quantum Markov chains. More precisely, the distance is defined in terms of quantum max-relative entropy and quantum hypothesis testing entropy. Our result is the first to operationally connect quantum state redistribution and quantum Markov chains, and can be interpreted as an operational interpretation for a possible one-shot analogue of quantum conditional mutual information. The communication cost of our protocol is lower than all previously known ones and asymptotically achieves the well-known rate of quantum conditional mutual information. Thus, our work takes a step towards an optimal characterization of the resources required for one-shot quantum state redistribution, an important open problem in quantum Shannon theory.


Incompressibility of Classical Distributions

November 2021

·

15 Reads

·

5 Citations

IEEE Transactions on Information Theory

In blind compression of quantum states, a sender Alice is given a specimen of a quantum state ρ\rho drawn from a known ensemble (but without knowing what ρ\rho is), and she transmits sufficient quantum data to a receiver Bob so that he can decode a near perfect specimen of ρ\rho . For many such states drawn iid from the ensemble, the asymptotically achievable rate is the number of qubits required to be transmitted per state. The Holevo information is a lower bound for the achievable rate, and is attained for pure state ensembles, or in the related scenario of entanglement-assisted visible compression of mixed states wherein Alice knows what state is drawn. In this paper, we prove a general and robust lower bound on the achievable rate for ensembles of classical states, which holds even in the least demanding setting when Alice and Bob share free entanglement and a constant per-copy error is allowed. We apply the bound to a specific ensemble of only two states and prove a near-maximal separation (saturating the dimension bound in leading order) between the best achievable rate and the Holevo information for constant error. This also implies that the ensemble is incompressible – compression does not reduce the communication cost by much. Since the states are classical , the observed incompressibility is not fundamentally quantum mechanical. We lower bound the difference between the achievable rate and the Holevo information in terms of quantitative limitations to clone the specimen or to distinguish the two classical states.



Capacity Approaching Coding for Low Noise Interactive Quantum Communication Part I: Large Alphabets

June 2021

·

16 Reads

·

2 Citations

IEEE Transactions on Information Theory

We consider the problem of implementing two-party interactive quantum communication over noisy channels, a necessary endeavor if we wish to fully reap quantum advantages for communication. For an arbitrary protocol with n messages, designed for a noiseless qudit channel over a poly(n)\mathrm {poly} { \left ({n }\right) } size alphabet, our main result is a simulation method that fails with probability less than 2Θ(nϵ)2^{-\Theta (n\epsilon)} and uses a qudit channel over the same alphabet n(1+Θ(ϵ))n(1 + \Theta (\sqrt {\epsilon } \,)) times, of which an ϵ\epsilon fraction can be corrupted adversarially. The simulation is thus capacity achieving to leading order, and we conjecture that it is optimal up to a constant factor in the ϵ\sqrt {\epsilon } term. Furthermore, the simulation is in a model that does not require pre-shared resources such as randomness or entanglement between the communicating parties. Our work improves over the best previously known quantum result where the overhead is a non-explicit large constant [Brassard et al. , SICOMP’19] for low ϵ\epsilon .


One-shot quantum state redistribution and quantum Markov chains
  • Preprint
  • File available

April 2021

·

27 Reads

We revisit the task of quantum state redistribution in the one-shot setting, and design a protocol for this task with communication cost in terms of a measure of distance from quantum Markov chains. More precisely, the distance is defined in terms of quantum max-relative entropy and quantum hypothesis testing entropy. Our result is the first to operationally connect quantum state redistribution and quantum Markov chains, and can be interpreted as an operational interpretation for a possible one-shot analogue of quantum conditional mutual information. The communication cost of our protocol is lower than all previously known ones and asymptotically achieves the well-known rate of quantum conditional mutual information. Thus, our work takes a step towards the important open question of near-optimal characterization of the one-shot quantum state redistribution.

Download

Optical quantum communication complexity in the simultaneous-message-passing model

December 2020

·

12 Reads

·

5 Citations

Physical Review A

The communication cost of a classical protocol is typically measured in terms of the number of bits communicated for this determines the time required for communication during the protocol. Similarly, for quantum communication protocols, which use finite-dimensional quantum states, the communication cost is measured in terms of the number of qubits communicated. However, in quantum physics, one can also use infinite-dimensional states, like optical quantum states, for communication protocols. Communication cost measures based on counting the (equivalent) number of qubits transmitted during communication cannot be directly used to measure the cost of such protocols, which use infinite-dimensional states. Moreover, one cannot infer any physical property of infinite-dimensional protocols using such qubit-based communication costs. In this paper, we provide a framework to understand the growth of physical resources in infinite-dimensional protocols. We focus on optical protocols for the sake of concreteness. The time required for communication and the energy expended during communication are identified as the important physical resources of such protocols. In an optical protocol, the time required for communication is determined by the number of time-bin modes that are transmitted from one party to another. The mean photon number of the messages sent determines the energy required during communication in the protocol. We prove a lower bound on the tradeoff between the growth of these two quantities with the growth of the problem size. We call such tradeoff relations optical quantum communication complexity relations.


Optical quantum communication complexity in the simultaneous message passing model

October 2020

·

9 Reads

The communication cost of a classical protocol is typically measured in terms of the number of bits communicated for this determines the time required for communication during the protocol. Similarly, for quantum communication protocols, which use finite-dimensional quantum states, the communication cost is measured in terms of the number of qubits communicated. However, in quantum physics, one can also use infinite-dimensional states, like optical quantum states, for communication protocols. Communication cost measures based on counting the (equivalent) number of qubits transmitted during communication cannot be directly used to measure the cost of such protocols, which use infinite-dimensional states. Moreover, one cannot infer any physical property of infinite-dimensional protocols using such qubit based communication costs. In this paper, we provide a framework to understand the growth of physical resources in infinite-dimensional protocols. We focus on optical protocols for the sake of concreteness. The time required for communication and the energy expended during communication are identified as the important physical resources of such protocols. In an optical protocol, the time required for communication is determined by the number of time-bin modes that are transmitted from one party to another. The mean photon number of the messages sent determines the energy required during communication in the protocol. We prove a lower bound on the tradeoff between the growth of these two quantities with the growth of the problem size. We call such tradeoff relations optical quantum communication complexity relations.


Erasable Bit Commitment From Temporary Quantum Trust

August 2020

·

12 Reads

·

2 Citations

IEEE Journal on Selected Areas in Information Theory

We introduce a new setting for two-party cryptography by introducing the notion of temporarily trusted third parties. These third parties act honest-but-curious during the execution of the protocol. Once the protocol concludes and the trust period expires, these third parties may collaborate with an adversarial party. We implement a variant of the cryptographic primitive of bit commitment in this setting, which we call erasable bit commitment. In this primitive, the sender has the choice of either opening or erasing her commitment after the commit phase. For example, she can ask for an erase before the trust period expires in case the conditions for opening the commitment have not been met. The erasure prevents a future coalition of the trusted party and the receiver from extracting any information about the commitment. However, this option also weakens the cryptographic primitive relative to standard bit commitment. Furthermore, the committed information is not revealed to the trusted node at any stage during the protocol. Our protocol requires a constant number of third parties and can tolerate a small number of corrupt third parties as well as implementation errors.


Capacity Approaching Coding for Low Noise Interactive Quantum Communication, Part I: Large Alphabets

January 2020

·

19 Reads

We consider the problem of implementing two-party interactive quantum communication over noisy channels, a necessary endeavor if we wish to fully reap quantum advantages for communication. For an arbitrary protocol with n messages, designed for a noiseless qudit channel over a poly(n)\mathrm{poly}(n) size alphabet, our main result is a simulation method that fails with probability less than 2Θ(nϵ)2^{-\Theta(n\epsilon)} and uses a qudit channel over the same alphabet n(1+Θ(ϵ))n\left(1+\Theta \left(\sqrt{\epsilon}\right)\right) times, of which an ϵ\epsilon fraction can be corrupted adversarially. The simulation is thus capacity achieving to leading order, and we conjecture that it is optimal up to a constant factor in the ϵ\sqrt{\epsilon} term. Furthermore, the simulation is in a model that does not require pre-shared resources such as randomness or entanglement between the communicating parties. Our work improves over the best previously known quantum result where the overhead is a non-explicit large constant [Brassard et al., FOCS'14] for low ϵ\epsilon.


Figure 1: The two distributions in our example. The red line is the uniform distribution and the blue line is the staircase distribution. Here, d = |C| and η = d(d+1) 2 .
Incompressibility of classical distributions

November 2019

·

20 Reads

In blind compression of quantum states, a sender Alice is given a specimen of a quantum state ρ\rho drawn from a known ensemble (but without knowing what ρ\rho is), and she transmits sufficient quantum data to a receiver Bob so that he can decode a near perfect specimen of ρ\rho. For many such states drawn iid from the ensemble, the asymptotically achievable rate is the number of qubits required to be transmitted per state. The Holevo information is a lower bound for the achievable rate, and is attained for pure state ensembles, or in the related scenario of entanglement-assisted visible compression of mixed states wherein Alice knows what state is drawn. In this paper, we prove a general, robust, lower bound on the achievable rate for ensembles of classical states, which holds even in the least demanding setting when Alice and Bob share free entanglement and a constant per-copy error is allowed. We apply the bound to a specific ensemble of only two states and prove a near-maximal separation between the best achievable rate and the Holevo information for constant error. Since the states are classical, the observed incompressibility is not fundamentally quantum mechanical. We lower bound the difference between the achievable rate and the Holevo information in terms of quantitative limitations to clone the specimen or to distinguish the two classical states.


Citations (21)


... The subsequent sections of this work will explore particular domains in which quantum computing can greatly augment the design of protocols. These domains include quantum key distribution (QKD) for the purpose of establishing secure communication (Sehra et al., 2020;Anshu et al., 2023), quantum algorithms for expediting data processing, and the creation of cryptographic protocols that are resistant to quantum attacks. In the face of mounting 68 Smart protocol design: Integrating quantum computing models for enhanced efficiency and security Abstract In the context of the swiftly progressing domain of digital communications, the imperative for resilient and effective protocols has become increasingly crucial. ...

Reference:

Smart protocol design: Integrating quantum computing models for enhanced efficiency and security
One-Shot Quantum State Redistribution and Quantum Markov Chains
  • Citing Article
  • September 2023

IEEE Transactions on Information Theory

... See Refs. [43][44][45][46] for recent discussions on the problem. To search for a good coarse-graining map for a given state, one can either numerically solve the optimization problem Eq. (13) (in this case the robustness property is crucial for the purpose of estimating error) or try to construct the channel analytically by exploiting the special structure of the given state, as we do later when studying examples in Sec. ...

Incompressibility of Classical Distributions
  • Citing Article
  • November 2021

IEEE Transactions on Information Theory

... More amazingly, they showed that as the error tends to zero, it is roughly optimal since it scales nearly the same as if you add LOCC and allow the catalyst to be state dependent. This near optimality along with Hayden and Winter's result has, understandably, largely ceased the study of entanglement transformations with zero communication, because when one needs entanglement transformations without communication, one uses embezzlement [13,14]. 1 It is however not clear what is the necessary error for embezzlement to become near optimal, which could be relevant in practical settings. Indeed, for any tolerated error, it is easy to find sufficient conditions on pure states to be converted with no catalyst at all (Example 2 of Section III). ...

One-Shot Quantum State Redistribution and Quantum Markov Chains
  • Citing Conference Paper
  • July 2021

... Buhrman and de Wolf [10] generalized the two-party "log-rank" lower bound of classical communication complexity to QCC where quantum protocols use both shared entanglement and quantum communication. For other two-party upper/lower bound techniques, see [11][12][13][14][15]. ...

Optical quantum communication complexity in the simultaneous-message-passing model
  • Citing Article
  • December 2020

Physical Review A

... Protocols in quantum cryptography often require an honest party to produce multiple independent quantum states. As an example, quantum key distribution (QKD) protocols [BB84,Ben92] and bit commitment protocols [KWW12,LMT20] all require the honest participant, Alice to produce an independently chosen quantum state from a set of states in every round of the protocol. The security proofs for these protocols also rely on the fact that the quantum state produced in each round of the protocol is independent of the other rounds. ...

Erasable Bit Commitment From Temporary Quantum Trust
  • Citing Article
  • August 2020

IEEE Journal on Selected Areas in Information Theory

... We show that there is no operator that given two state |ψ , |φ compute the transformation: D |ψ |φ = |ψ (I − 2 |ψ ψ|) |φ The contradiction of the existence follows by showing that using D two players can compute the disjoints of their sets in single round and O ( √ n) communication complexity, which shown by Braverman to be impossible [Bra+18]. ...

Near-Optimal Bounds on the Bounded-Round Quantum Communication Complexity of Disjointness
  • Citing Article
  • December 2018

SIAM Journal on Computing

... These algorithms exploit different quantum optical states like Fock state, squeezed vacuum state, coherent state etc., as primitive resources for information processing [25][26][27]. A number of schemes exist, where coherent states are used for quantum communication [28][29][30], quantum cryptography [31][32][33], quantum parameter estimation [34][35][36], quantum machine learning [37][38][39], universal computation [40][41][42], image similarity measurements [43] etc. ...

Practical Quantum Appointment Scheduling
  • Citing Article
  • January 2018

Physical Review A

... Advances in the implementation of nonlocal gates across different modules have been reported in [298][299][300]. From another perspective, distributed quantum computing may also refer to computational tasks that are inherently distributed [301][302][303][304][305]. One representative example is quantum fingerprinting, where a third-party needs to check the consistency of the other two parties' input. ...

Exponential separation of quantum communication and classical information
  • Citing Conference Paper
  • June 2017