Risultati della ricerca - encoding (algorithmics OR (algorithm OR algorithmics))

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

Sommario: “...-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 di Lenz, Oliver Urs, Peralta, Daniel, Cornelis, Chris

Sommario: “...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 di Lassota, Alexandra, Ligthart, Koen

Sommario: “...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 di Guo, Naixu, Mitarai, Kosuke, Fujii, Keisuke

Sommario: “.... 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 di Dreier, Florian, Lechner, Wolfgang

Sommario: “... 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 di Shaybet, Bar, Kumar, Anurag, Tourbabin, Vladimir, Rafaely, Boaz

Sommario: “... 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 di Wang, Jie, Ji, Tao, Wu, Yuanbin, Yan, Hang, Gui, Tao, Zhang, Qi, Huang, Xuanjing, Wang, Xiaoling

Sommario: “... algorithms manipulating explicit position features, the success of Transformers without position encodings...”
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Hyperdimensional Quantum Factorization di Poduval, Prathyush, Zou, Zhuowen, Velasquez, Alvaro, Imani, Mohsen

Sommario: “...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 di Garnier-Brun, Jerome, Mézard, Marc, Moscato, Emanuele, Saglietti, Luca

Sommario: “... 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 di Kim, Hyeongju, Lee, Junhyeok, Morton, Jacob, Lee, Juheon, Yang, Jinhyeok

Sommario: “... 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 di Watkins, Jacob, Wiebe, Nathan, Roggero, Alessandro, Lee, Dean

Sommario: “... 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 di Zhu, Mengjia, Bemporad, Alberto

Sommario: “... 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 di Spallitta, Giuseppe, Masina, Gabriele, Morettin, Paolo, Passerini, Andrea, Sebastiani, Roberto

Sommario: “...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 di Tang, Letian, Wang, Haorui, Li, Zhengyang, Tang, Haozhan, Zhang, Chi, Li, Shujin

Sommario: “...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 di Tazi, Lila Cadi, Thom, Alex J. W.

Sommario: “..., 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 di Pham, Long, Hoffmann, Jan

Sommario: “... 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 di Li, Chun-Tse, Cheng, Hao-Chung

Sommario: “...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 di Leditto, Caesnan M. G., Southwell, Angus, Tonekaboni, Behnam, White, Gregory A. L., Usman, Muhammad, Modi, Kavan

Sommario: “..., 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 di Meli, Daniele, Fiorini, Paolo

Sommario: “... an offline algorithm based on inductive logic programming from noisy examples to extract task specifications...”
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Near-Optimal Algorithms for Omniprediction di Okoroafor, Princewill, Kleinberg, Robert, Kim, Michael P.

Sommario: “...Omnipredictors are simple prediction functions that encode loss-minimizing predictions with respect...”
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