Suchergebnisse - encoding ((algorithmssicsics OR (algorithm OR algorithm)) OR (algorithm OR algorithm))

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

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

Inhaltsangabe: “… 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 von Saravanan, Raghul, Kasarapu, Sreenitha, Dinakarrao, Sai Manoj Pudukotai

Inhaltsangabe: “… 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 von Sanavio, Claudio, Simon, William A., Ralli, Alexis, Love, Peter, Succi, Sauro

Inhaltsangabe: “… 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 von Schütte, Nils-Erik, Götting, Niclas, Müntinga, Hauke, List, Meike, Brunner, Daniel, Gies, Christopher

Inhaltsangabe: “… 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 von Nath, Tamoghno, Benerjee, Krishna Gopal, Banerjee, Adrish

Inhaltsangabe: “… 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 von Kim, Rakheon, Gaynanova, Irina

Inhaltsangabe: “… 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 von Calcagno, Francesco, Serfilippi, Luca, Franceschelli, Giorgio, Garavelli, Marco, Musolesi, Mirco, Rivalta, Ivan

Inhaltsangabe: “… . 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 von Li, Zeyan, Song, Jie, Zhang, Tieying, Yang, Tao, Ou, Xiongjun, Ye, Yingjie, Duan, Pengfei, Lin, Muchen, Chen, Jianjun

Inhaltsangabe: “… 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 von Rexhepi, Getuar, Rou, Hyeon Seok, de Abreu, Giuseppe Thadeu Freitas

Inhaltsangabe: “… 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 von Sun, Yiyou, Gai, Yu, Chen, Lijie, Ravichander, Abhilasha, Choi, Yejin, Song, Dawn

Inhaltsangabe: “… 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 von Hong, Chih-Duo, Lin, Anthony W., Rümmer, Philipp, Majumdar, Rupak

Inhaltsangabe: “… . 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 von Bouajjani, Ahmed, Boutglay, Wael-Amine, Habermehl, Peter

Inhaltsangabe: “… 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 von Ma, Ke, Xie, Junfei

Inhaltsangabe: “… 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 von He, Dong, Zheng, Peipei, Liao, Qunying

Inhaltsangabe: “… 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 von Shreya, Pathak, Harsh

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

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

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

Inhaltsangabe: “… 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 von Linden, Vic Vander, De Vos, Boris, Vervoort, Kevin, Verstraete, Frank, Ueda, Atsushi

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