Search Results - encoding (algorithmicsics 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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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