Search Results - encoding (Algorithmssics OR (algorithm OR (algorithm OR (algorithmicsics OR algorithm))))

Velocity-History-Based Soft Actor-Critic Tackling IROS'24 Competition "AI Olympics with RealAIGym" by Faust, Tim Lukas, Maraqten, Habib, Aghadavoodi, Erfan, Belousov, Boris, Peters, Jan

Table of Contents: “…-regularized Reinforcement Learning (RL) algorithm. We add a `context' vector to the state, which encodes…”
Get full text

Polar Encoding: A Simple Baseline Approach for Classification with Missing Values by Lenz, Oliver Urs, Peralta, Daniel, Cornelis, Chris

Table of Contents: “…We propose polar encoding, a representation of categorical and numerical $[0,1]$-valued attributes…”
Get full text

Solving 4-Block Integer Linear Programs Faster Using Affine Decompositions of the Right-Hand Sides by Lassota, Alexandra, Ligthart, Koen

Table of Contents: “…We present a new and faster algorithm for the 4-block integer linear programming problem…”
Get full text

Nonlinear transformation of complex amplitudes via quantum singular value transformation by Guo, Naixu, Mitarai, Kosuke, Fujii, Keisuke

Table of Contents: “…. In this work, we define a task called nonlinear transformation of complex amplitudes and provide an algorithm…”
Get full text

On the uniqueness of compiling graphs under the parity transformation by Dreier, Florian, Lechner, Wolfgang

Table of Contents: “… to formalize the parity transformation, an encoding strategy for compiling optimization problems on quantum…”
Get full text

Ambisonics Networks -- The Effect Of Radial Functions Regularization by Shaybet, Bar, Kumar, Anurag, Tourbabin, Vladimir, Rafaely, Boaz

Table of Contents: “… of the plane wave density function of a sound field. Many algorithms operate in the SH domain and utilize…”
Get full text

Length Generalization of Causal Transformers without Position Encoding by Wang, Jie, Ji, Tao, Wu, Yuanbin, Yan, Hang, Gui, Tao, Zhang, Qi, Huang, Xuanjing, Wang, Xiaoling

Table of Contents: “… algorithms manipulating explicit position features, the success of Transformers without position encodings…”
Get full text

Hyperdimensional Quantum Factorization by Poduval, Prathyush, Zou, Zhuowen, Velasquez, Alvaro, Imani, Mohsen

Table of Contents: “…This paper presents a quantum algorithm for efficiently decoding hypervectors, a crucial process…”
Get full text

How transformers learn structured data: insights from hierarchical filtering by Garnier-Brun, Jerome, Mézard, Marc, Moscato, Emanuele, Saglietti, Luca

Table of Contents: “… correlations in the data. Leveraging this controlled setting, we provide evidence that vanilla encoder-only…”
Get full text

Improving Test-Time Performance of RVQ-based Neural Codecs by Kim, Hyeongju, Lee, Junhyeok, Morton, Jacob, Lee, Juheon, Yang, Jinhyeok

Table of Contents: “… to the hierarchical structure among quantization levels. In this paper, we propose an encoding algorithm to further…”
Get full text

Time Dependent Hamiltonian Simulation Using Discrete Clock Constructions by Watkins, Jacob, Wiebe, Nathan, Roggero, Alessandro, Lee, Dean

Table of Contents: “… simulation, this difficulty prevents a direct adaptation of time independent simulation algorithms for time…”
Get full text

Global and Preference-based Optimization with Mixed Variables using Piecewise Affine Surrogates by Zhu, Mengjia, Bemporad, Alberto

Table of Contents: “… be expensive-to-evaluate. This paper proposes a novel surrogate-based global optimization algorithm to solve…”
Get full text

Enhancing SMT-based Weighted Model Integration by Structure Awareness by Spallitta, Giuseppe, Masina, Gabriele, Morettin, Paolo, Passerini, Andrea, Sebastiani, Roberto

Table of Contents: “…The development of efficient exact and approximate algorithms for probabilistic inference is a long…”
Get full text

Quantum Dueling: an Efficient Solution for Combinatorial Optimization by Tang, Letian, Wang, Haorui, Li, Zhengyang, Tang, Haozhan, Zhang, Chi, Li, Shujin

Table of Contents: “…In this paper, we present a new algorithm for generic combinatorial optimization, which we term…”
Get full text

Folded Spectrum VQE : A quantum computing method for the calculation of molecular excited states by Tazi, Lila Cadi, Thom, Alex J. W.

Table of Contents: “…, as the increased computational power of quantum computers could be harnessed to naturally encode and solve…”
Get full text

Worst-Case Input Generation for Concurrent Programs under Non-Monotone Resource Metrics by Pham, Long, Hoffmann, Jan

Table of Contents: “… presents the first sound worst-case input generation algorithm for concurrent programs under non-monotone…”
Get full text

Adaptive Circuit Learning of Born Machine: Towards Realization of Amplitude Embedding and Quantum Data Loading by Li, Chun-Tse, Cheng, Hao-Chung

Table of Contents: “…Quantum data loading plays a central role in quantum algorithms and quantum information processing…”
Get full text

Topological Signal Processing on Quantum Computers for Higher-Order Network Analysis by Leditto, Caesnan M. G., Southwell, Angus, Tonekaboni, Behnam, White, Gregory A. L., Usman, Muhammad, Modi, Kavan

Table of Contents: “…, we present a general quantum algorithm for implementing filtering processes in TSP and describe its…”
Get full text

Inductive Learning of Robot Task Knowledge from Raw Data and Online Expert Feedback by Meli, Daniele, Fiorini, Paolo

Table of Contents: “… an offline algorithm based on inductive logic programming from noisy examples to extract task specifications…”
Get full text

Near-Optimal Algorithms for Omniprediction by Okoroafor, Princewill, Kleinberg, Robert, Kim, Michael P.

Table of Contents: “…Omnipredictors are simple prediction functions that encode loss-minimizing predictions with respect…”
Get full text