Search Results - encoding (Algorithmssssics OR (algorithm OR (algorithm OR algorithm)))

Thinner Latent Spaces: Detecting Dimension and Imposing Invariance with Conformal Autoencoders by Kevrekidis, George A., Ahmad, Zan, Maggioni, Mauro, Villar, Soledad, Kevrekidis, Yannis G.

Table of Contents: “… of their tangent space), while simultaneously computing encoding and decoding (embedding) maps. We outline…”
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On the effectiveness of enrollment speech augmentation for Target Speaker Extraction by Li, Junjie, Zhang, Ke, Wang, Shuai, Li, Haizhou, Mak, Man-Wai, Lee, Kong Aik

Table of Contents: “… (TSE) tasks. To enhance the generalization and robustness of these algorithms when training data…”
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VectorSearch: Enhancing Document Retrieval with Semantic Embeddings and Optimized Search by Monir, Solmaz Seyed, Lau, Irene, Yang, Shubing, Zhao, Dongfang

Table of Contents: “… algorithms, embeddings, and indexing techniques for refined retrieval. By utilizing innovative multi-vector…”
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Pseudo-Nonlinear Data Augmentation: A Constrained Energy Minimization Viewpoint by Hu, Pingbang, Sugiyama, Mahito

Table of Contents: “… the structure of the data itself, supporting efficient and explicit encoding and decoding procedures. We…”
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Solving The Dynamic Volatility Fitting Problem: A Deep Reinforcement Learning Approach by Gnabeyeu, Emmanuel, Karkar, Omar, Idboufous, Imad

Table of Contents: “… set of deterministic rules, the degrees of freedom in the implied volatility surface encoding…”
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Clarke Transform and Encoder-Decoder Architecture for Arbitrary Joints Locations in Displacement-Actuated Continuum Robots by Grassmann, Reinhard M., Burgner-Kahrs, Jessica

Table of Contents: “… modified Clarke transform opens new opportunities in mechanical design and algorithmic approaches beyond…”
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The discrete inverse conductivity problem solved by the weights of an interpretable neural network by Beretta, Elena, Deng, Maolin, Gandolfi, Alberto, Jin, Bangti

Table of Contents: “… conductivity is not provided directly as the output of the NN but is instead encoded in the weights of the post…”
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Variational Combinatorial Sequential Monte Carlo for Bayesian Phylogenetics in Hyperbolic Space by Chen, Alex, Chlenski, Philipe, Munyuza, Kenneth, Moretti, Antonio Khalil, Naesseth, Christian A., Pe'er, Itsik

Table of Contents: “…Hyperbolic space naturally encodes hierarchical structures such as phylogenies (binary trees…”
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Upper Bounds on the Minimum Distance of Structured LDPC Codes by Arnault, François, Gaborit, Philippe, Rozendaal, Wouter, Saussay, Nicolas, Zémor, Gilles

Table of Contents: “… encoding algorithm. We show that the minimum distance of these codes is in $O(n^{\frac{r-2}{r-1} + ε…”
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Learning Nonlinearity of Boolean Functions: An Experimentation with Neural Networks by Ranga, Sriram, Chattopadhyay, Nandish, Chattopadhyay, Anupam

Table of Contents: “… neural networks. We train encoder style deep neural networks to learn to predict the nonlinearity…”
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Experiments with an oscillator based Ising machine by Roy, Shrish, Ulmann, Bernd

Table of Contents: “…Interest in non-algorithmic, unconventional computing is rising in recent years due to more…”
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Counter Pools: Counter Representation for Efficient Stream Processing by Basat, Ran Ben, Einziger, Gil, Tyah, Bilal, Vargaftik, Shay

Table of Contents: “… an efficient encoding scheme that sizes each counter according to its needs. Our approach uses fixed-sized…”
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Relativistic Quantum Simulation of Hydrogen Sulfide for Hydrogen Energy via Hybrid Quantum-Classical Algorithms by Hwang, Chi-Chuan, Su, Cheng-Fang, Yang, Jung-Fan

Table of Contents: “…-classical architecture. Using quantum algorithms based on Jordan-Wigner encoding and relativistic integrals…”
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The Steganographic Potentials of Language Models by Karpov, Artem, Adeleke, Tinuade, Cho, Seong Hah, Perez-Campanero, Natalia

Table of Contents: “…) to: (1) develop covert encoding schemes, (2) engage in steganography when prompted, and (3) utilize…”
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Asymptotically-Optimal Gaussian Bandits with Side Observations by Atsidakou, Alexia, Papadigenopoulos, Orestis, Caramanis, Constantine, Sanghavi, Sujay, Shakkottai, Sanjay

Table of Contents: “… to an arbitrary a priori known side information matrix: each element of this matrix encodes the fidelity…”
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A Game-Theoretic Quantum Algorithm for Solving Magic Squares by Chehade, Sarah, Delgado, Andrea, Wong, Elaine

Table of Contents: “…Variational quantum algorithms (VQAs) offer a promising near-term approach to finding optimal…”
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Quantum Adaptive Search: A Hybrid Quantum-Classical Algorithm for Global Optimization of Multivariate Functions by Intoccia, G., Chirico, U., Di Cola, V. Schiano, Pepe, G., Cuomo, S.

Table of Contents: “…This work presents Quantum Adaptive Search (QAGS), a hybrid quantum-classical algorithm…”
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Direct Vertex Reconstruction of $Λ$ Baryons from Hits in CLAS12 using Graph Neural Networks by Menkce, Keegan, McEneaney, Matthew, Vossen, Anselm

Table of Contents: “… to the standard, track based, algorithm. We believe this warrants further study. The current study is limited…”
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Improving Dense Passage Retrieval with Multiple Positive Passages by Chang, Shuai

Table of Contents: “…By leveraging a dual encoder architecture, Dense Passage Retrieval (DPR) has outperformed…”
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AI-assisted Advanced Propellant Development for Electric Propulsion by Du, Angel Pan, Arana-Catania, Miguel, Gutiérrez, Enric Grustan

Table of Contents: “…Artificial Intelligence algorithms are introduced in this work as a tool to predict the performance…”
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