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The Transformer model has a tendency to overfit various aspects of the training data, such as the overall sequence length. We study elementary string edit functions using a defined set of error indicators to interpret the behaviour of the…

机器学习 · 计算机科学 2024-10-18 Patrik Zavoral , Dušan Variš , Ondřej Bojar

Quantum synchronizable codes are quantum error-correcting codes designed to correct the effects of both quantum noise and block synchronization errors. While it is known that quantum synchronizable codes can be constructed from cyclic codes…

信息论 · 计算机科学 2014-08-19 Yixuan Xie , Jinhong Yuan , Yuichiro Fujiwara

Quasi-complementary sequence sets (QCSSs) have attracted sustained research interests for simultaneously supporting more active users in multi-carrier code-division multiple-access (MC-CDMA) systems compared to complete complementary codes…

信息论 · 计算机科学 2024-01-12 Palash Sarkar , Chunlei Li , Sudhan Majhi , Zilong Liu

In this paper we give constructions for infinite sequences of finite non-linear locally recoverable codes $\mathcal C\subseteq \prod\limits^N_{i=1}\mathbb F_{q_i}$ over a product of finite fields arising from basis expansions in algebraic…

信息论 · 计算机科学 2023-04-19 Andrea Ferraguti , Dorian Goldfeld , Giacomo Micheli

A variant of the well-known Set Covering Problem is studied in this paper, where subsets of a collection have to be selected, and pairwise conflicts among subsets of items exist. The selection of each subset has a cost, and the inclusion of…

最优化与控制 · 数学 2025-04-22 Roberto Montemanni , Derek H. Smith

Future 5G systems will need to support ultra-reliable low-latency communications scenarios. From a latency-reliability viewpoint, it is inefficient to rely on average utility-based system design. Therefore, we introduce the notion of…

信息论 · 计算机科学 2019-02-05 Derya Malak , Muriel Médard , Edmund M. Yeh

We extend answer set semantics to deal with inconsistent programs (containing classical negation), by finding a ``best'' answer set. Within the context of inconsistent programs, it is natural to have a partial order on rules, representing a…

计算机科学中的逻辑 · 计算机科学 2007-05-23 Davy Van Nieuwenborgh , Dirk Vermeir

In this paper, we study the state-dependent two-user interference channel, where the state information is non-causally known at both transmitters but unknown to either of the receivers. We propose two coding schemes for the discrete…

信息论 · 计算机科学 2010-06-29 Lili Zhang , Jinhua Jiang , Shuguang Cui

This paper proposes a new robust data-driven control method for linear systems with bounded disturbances, where the system model and disturbances are unknown. Due to disturbances, accurately determining the true system becomes challenging…

系统与控制 · 电气工程与系统科学 2024-05-07 Kaijian Hu , Tao Liu

This paper addresses an interference channel consisting of $\mathbf{n}$ active users sharing $u$ frequency sub-bands. Users are asynchronous meaning there exists a mutual delay between their transmitted codes. A stationary model for…

信息论 · 计算机科学 2010-06-17 Kamyar Moshksar , Amir K. Khandani

An inner bound to the capacity region of a class of deterministic interference channels with three user pairs is presented. The key idea is to simultaneously decode the combined interference signal and the intended message at each receiver.…

信息论 · 计算机科学 2015-03-13 Bernd Bandemer , Abbas El Gamal

Quantum computers theoretically are able to solve certain problems more quickly than any deterministic or probabilistic computers. A quantum computer exploits the rules of quantum mechanics to speed up computations. However, one has to…

信息论 · 计算机科学 2010-02-17 Salah A. Aly , Alexei Ashikhmin

Finite blocklength and second-order (dispersion) results are presented for the arbitrarily-varying channel (AVC), a classical model wherein an adversary can transmit arbitrary signals into the channel. A novel finite blocklength…

信息论 · 计算机科学 2018-01-12 Oliver Kosut , Joerg Kliewer

Confidence sequences are confidence intervals that can be sequentially tracked, and are valid at arbitrary data-dependent stopping times. This paper presents confidence sequences for a univariate mean of an unknown distribution with a known…

统计理论 · 数学 2023-02-09 Hongjian Wang , Aaditya Ramdas

In this paper we derive new upper bounds for the densities of measurable sets in R^n which avoid a finite set of prescribed distances. The new bounds come from the solution of a linear programming problem. We apply this method to obtain new…

组合数学 · 数学 2010-09-17 Fernando Mario de Oliveira Filho , Frank Vallentin

In this study we consider rateless coding over discrete memoryless channels (DMC) with feedback. Unlike traditional fixed-rate codes, in rateless codes each codeword is infinitely long, and the decoding time depends on the confidence level…

信息论 · 计算机科学 2012-01-30 Navot Blits

Adversarial examples are perturbed inputs designed to fool machine learning models. Most recent works on adversarial examples for image classification focus on directly modifying pixels with minor perturbations. A common requirement in all…

机器学习 · 计算机科学 2018-12-27 Dan Peng , Zizhan Zheng , Xiaofeng Zhang

We consider the multi-user lossy source-coding problem for continuous alphabet sources. In a previous work, Ziv proposed a single-user universal coding scheme which uses uniform quantization with dither, followed by a lossless source…

信息论 · 计算机科学 2014-11-14 Avraham Reani , Neri Merhav

The presence of a nonattractive chaotic set, also called chaotic saddle, in phase space implies the appearance of a finite time kind of chaos that is known as transient chaos. For a given dynamical system in a certain region of phase space…

混沌动力学 · 物理学 2018-03-28 Ruben Capeans , Juan Sabuco Miguel A. F Sanjuan

Reconfigurable interaction induces another dimension of nondeterminism in concurrent systems which makes it hard to reason about the different choices of the system from a global perspective. Namely, (1) choices that correspond to…

计算机科学中的逻辑 · 计算机科学 2021-08-02 Yehia Abd Alrahman , Mauricio Martel , Nir Piterman