Risultati della ricerca - encoding Algorithm

PAR: Plausibility-aware Amortized Recourse Generation di Sabu, Anagha, S, Vidhya, Krishnan, Narayanan C

Sommario: “...Algorithmic recourse aims to recommend actionable changes to a factual's attributes that flip...”
Testo

Encoding Matters: Benchmarking Binary and D-ary Representations for Quantum Combinatorial Optimization di Bhat, Shashank Sanjay, Wang, Peiyong, West, Joseph, Parampalli, Udaya

Sommario: “... formulation in which decision variables are encoded directly in higher dimensional Hilbert spaces. We...”
Testo

Sparse Dictionary-Based Solution of Dynamic Inverse Problems di Mason-Mackay, Aidan, Calvetti, Daniela, Somersalo, Erkki, Aarnio, Antti, Kettunen, Mikko, Gröhn, Ekaterina Paasonen Olli, Kolehmainen, Ville

Sommario: “... of the spatial and temporal traits believed to characterize the solution is to encode them into the entries of a...”
Testo

Robust Multi-Objective Optimization for Bicycle Rebalancing in Shared Mobility Systems di Pedroza-Perez, Diego Daniel, Luque, Gabriel, Nesmachnow, Sergio, Toutouh, Jamal

Sommario: “...-dominated Sorting Genetic Algorithm II using a permutation--partition encoding and domain-specific...”
Testo

Quantum End-to-End Learning for Contextual Combinatorial Optimization di Lee, Jaehwan, Kwon, Changhyun

Sommario: “... Optimization Algorithms. Inspired by the integration of state preparation and evolution in data re-uploading...”
Testo

Greedy Poisson Rejection Sampling di Flamich, Gergely

Sommario: “...One-shot channel simulation is a fundamental data compression problem concerned with encoding a...”
Testo

Multi-Objective Communication Optimization for Temporal Continuity in Dynamic Vehicular Networks di Guo, Weian, Li, Wuzhao, Li, Li, Zhang, Lun, Li, Dongyang

Sommario: “... fluctuations. To solve the optimization problem, an enhanced Non-dominated Sorting Genetic Algorithm II (NSGA...”
Testo

SCOOP: A Quantum-Computing Framework for Constrained Combinatorial Optimization di Angara, Prashanti Priya, Martins, Emily, Stege, Ulrike, Müller, Hausi

Sommario: “... obtaining high-quality, near-optimal solutions. The Quantum Approximate Optimization Algorithm (QAOA) is a...”
Testo

Implementing Slack-Free Custom Penalty Function for QUBO on Gate-Based Quantum Computers di Lee, Xin Wei, Lau, Hoong Chuin

Sommario: “... challenging yet promising avenue toward quantum advantage. Variational Quantum Algorithms (VQAs...”
Testo

Short-time quantum Fourier transform processing di Nair, Sreeraj Rajindran, Southwell, Benjamin, Ferrie, Christopher

Sommario: “...Algorithms for processing data in short-time batches are critical for both online and offline...”
Testo

Configurable photonic simulator for quantum field dynamics di D'Achille, Mauro, Gärttner, Martin, Haas, Tobias

Sommario: “... fields through tabletop experiments. A primary drawback of standard encoding schemes is their rigidity...”
Testo

Improving QAOA to find approximate QUBO solutions in O(1) shots di Chernyavskiy, Andrey Yu., Kulikov, Denis A., Bantysh, Boris I., Bogdanov, Yurii I., Fedorov, Aleksey K., Kiktenko, Evgeniy O.

Sommario: “...We study a modified fixed-point version of the Quantum Approximate Optimization Algorithm (fpQAOA...”
Testo

Real Evaluations Tractability using Continuous Goal-Directed Actions in Smart City Applications di Fernandez-Fernandez, Raul, Victores, Juan G., Estevez, David, Balaguer, Carlos

Sommario: “... with this feature-agnostic encoding. This is achieved using Evolutionary Algorithms (EA), which usually requires too...”
Testo

A Graph-based Adversarial Imitation Learning Framework for Reliable & Realtime Fleet Scheduling in Urban Air Mobility di Poddar, Prithvi, Paul, Steve, Chowdhury, Souma

Sommario: “... using a Genetic Algorithm. The policy model comprises Graph Neural Network (GNN) based encoders...”
Testo

Ransomware Detection and Classification Using Random Forest: A Case Study with the UGRansome2024 Dataset di Azugo, Peace, Venter, Hein, Nkongolo, Mike Wa

Sommario: “... algorithm. Through encoding and feature relevance determination, the Random Forest achieved a classification...”
Testo

D-SELD: Dataset-Scalable Exemplar LCA-Decoder di Takaghaj, Sanaz Mahmoodi, Sampson, Jack

Sommario: “... advances in other classes of ANN. In this paper, we reduce this gap by proposing an innovative encoder...”
Testo

An Empirical Analysis on the Effectiveness of the Variational Quantum Linear Solver di Turati, Gloria, Marruzzo, Alessia, Dacrema, Maurizio Ferrari, Cremonesi, Paolo

Sommario: “...Variational Quantum Algorithms (VQAs) have emerged as promising methods for tackling complex...”
Testo

Enhancing Text Generation in Joint NLG/NLU Learning Through Curriculum Learning, Semi-Supervised Training, and Advanced Optimization Techniques di Shaik, Rahimanuddin, Kishore, Katikela Sreeharsha

Sommario: “...) are applied. Transformer-based encoders and decoders, capturing long range dependencies and improving source...”
Testo

Addressing pitfalls in implicit unobserved confounding synthesis using explicit block hierarchical ancestral sampling di Sun, Xudong, Markham, Alex, Misra, Pratik, Marr, Carsten

Sommario: “... parameterization, encodes unobserved confounding by modifying the off-diagonal entries of the idiosyncratic...”
Testo

Personalized Language Models via Privacy-Preserving Evolutionary Model Merging di Kim, Kyuyoung, Shin, Jinwoo, Kim, Jaehyung

Sommario: “.... Prompt-based methods incorporate user preferences into queries, while training-based methods encode them...”
Testo