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

A Theoretical Characterization of Optimal Data Augmentations in Self-Supervised Learning di Feigin, Shlomo Libo, Fleissner, Maximilian, Ghoshdastidar, Debarghya

Sommario: “...). While augmentations are commonly understood to encode invariances between different views...”
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Generalizing Weisfeiler-Lehman Kernels to Subgraphs di Kim, Dongkwan, Oh, Alice

Sommario: “... by applying the WL algorithm on induced $k$-hop neighborhoods. We combine kernels across different $k$-hop...”
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Accelerating Hardware Verification with Graph Models di Saravanan, Raghul, Kasarapu, Sreenitha, Dinakarrao, Sai Manoj Pudukotai

Sommario: “... as graph nodes, with gate behaviors encoded as features. By leveraging graph learning algorithms, GraphFuzz...”
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Carleman-lattice-Boltzmann quantum circuit with matrix access oracles di Sanavio, Claudio, Simon, William A., Ralli, Alexis, Love, Peter, Succi, Sauro

Sommario: “... on block-encoding techniques which makes use of matrix oracles. It is shown that the gate complexity...”
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Expressivity Limits of Quantum Reservoir Computing di Schütte, Nils-Erik, Götting, Niclas, Müntinga, Hauke, List, Meike, Brunner, Daniel, Gies, Christopher

Sommario: “... that can be generated from classical data is bounded linearly by the number of input encoding gates...”
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On Designing Novel ISI-Reducing Single Error Correcting Codes in an MCvD System di Nath, Tamoghno, Benerjee, Krishna Gopal, Banerjee, Adrish

Sommario: “... with channel memory and noise. We have also provided encoding and decoding algorithms for the proposed codes...”
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A Sparse Linear Model for Positive Definite Estimation of Covariance Matrices di Kim, Rakheon, Gaynanova, Irina

Sommario: “...Sparse covariance matrices play crucial roles by encoding the interdependencies between variables...”
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Quantum Chemistry Driven Molecular Inverse Design with Data-free Reinforcement Learning di Calcagno, Francesco, Serfilippi, Luca, Franceschelli, Giorgio, Garavelli, Marco, Musolesi, Mirco, Rivalta, Ivan

Sommario: “.... To improve the generation, our software is based on a five-model reinforcement learning algorithm designed...”
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Adaptive and Efficient Log Parsing as a Cloud Service di Li, Zeyan, Song, Jie, Zhang, Tieying, Yang, Tao, Ou, Xiongjun, Ye, Yingjie, Duan, Pengfei, Lin, Muchen, Chen, Jianjun

Sommario: “... hierarchical clustering algorithm to allow real-time precision adjustments, coupled with optimizations...”
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Quantum Manifold Optimization: A Design Framework for Future Communications Systems di Rexhepi, Getuar, Rou, Hyeon Seok, de Abreu, Giuseppe Thadeu Freitas

Sommario: “... as trace-based quantum expectation values over variationally-encoded quantum states. While theoretical...”
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Why and How LLMs Hallucinate: Connecting the Dots with Subsequence Associations di Sun, Yiyou, Gai, Yu, Chen, Lijie, Ravichander, Abhilasha, Choi, Yejin, Song, Dawn

Sommario: “... effectively function as subsequence embedding models, with linear layers encoding input-output associations...”
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Probabilistic Bisimulation for Parameterized Anonymity and Uniformity Verification di Hong, Chih-Duo, Lin, Anthony W., Rümmer, Philipp, Majumdar, Rupak

Sommario: “.... We show that essential properties like anonymity and uniformity can be encoded and verified within...”
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Data-driven Verification of Procedural Programs with Integer Arrays di Bouajjani, Ahmed, Boutglay, Wael-Amine, Habermehl, Peter

Sommario: “... arrays of integers, encoded as a constrained Horn clauses solving problem. We propose a new algorithmic...”
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Knowledge-Guided Attention-Inspired Learning for Task Offloading in Vehicle Edge Computing di Ma, Ke, Xie, Junfei

Sommario: “... moving vehicles to nearby RSUs. KATO integrates an attention-inspired encoder-decoder model for selecting...”
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On the Ding and Helleseth's 8th open problem about optimal ternary cyclic codes di He, Dong, Zheng, Peipei, Liao, Qunying

Sommario: “... storage systems and communication systems due to the efficient encoding and decoding algorithms. In 2013...”
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Explainable Artificial Intelligence Credit Risk Assessment using Machine Learning di Shreya, Pathak, Harsh

Sommario: “...) techniques. The system leverages XGBoost, LightGBM, and Random Forest algorithms for predictive analysis...”
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$σ$-Maximal Ancestral Graphs di Yao, Binghua, Mooij, Joris M.

Sommario: “...) with latent (selection) variables. These graphical objects encode information about ancestral relations and d...”
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Interpolation with Automated First-Order Reasoning di Wernhard, Christoph

Sommario: “... in specific ways. Equality encodings from automated reasoning justify strengthened variations of Craig...”
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Fast variational knowledge graph embedding di Giri, Pulak Ranjan, Kurokawa, Mori, Saito, Kazuhiro

Sommario: “... can help speedup the embedding process of the KGs by encoding the entities into a variational quantum...”
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Spiral renormalization group flow and universal entanglement spectrum of the non-Hermitian 5-state Potts model di Linden, Vic Vander, De Vos, Boris, Vervoort, Kevin, Verstraete, Frank, Ueda, Atsushi

Sommario: “... demonstrate that tensor network algorithms are still capable of simulating these non-Hermitian theories. We...”
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