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

Semi-Supervised Multi-Task Learning Based Framework for Power System Security Assessment di Za'ter, Muhy Eddin, Sajadi, Amirhossein, Hodge, Bri-Mathias

Sommario: “... of topological changes. The learning algorithm underlying the proposed framework integrates conditional masked...”
Testo

Position as Probability: Self-Supervised Transformers that Think Past Their Training for Length Extrapolation di Lee, Philip Heejun

Sommario: “... their training lengths, yet many critical tasks--such as algorithmic reasoning, multi-step arithmetic...”
Testo

Efficient Maximum Clique Detection via Grover's Algorithm with Real-time Global Size Tracking di Han, Wenmin, Zheng, Shiqi, Chen, Peian, Wang, Yukun

Sommario: “... an improved algorithm that dynamically tracks the maximum clique size by encoding prior constraints...”
Testo

DiffCut: Catalyzing Zero-Shot Semantic Segmentation with Diffusion Features and Recursive Normalized Cut di Couairon, Paul, Shukor, Mustafa, Haugeard, Jean-Emmanuel, Cord, Matthieu, Thome, Nicolas

Sommario: “... behind supervised models. In this paper, we use a diffusion UNet encoder as a foundation vision encoder...”
Testo

Quantum Data Encoding and Variational Algorithms: A Framework for Hybrid Quantum Classical Machine Learning di Bose, Bhavna, Verma, Saurav

Sommario: “... the connection between classical data pipelines and quantum algorithms, hybrid quantum-classical models emerge...”
Testo

Adaptive Non-Uniform Sampling of Bandlimited Signals via Algorithm-Encoder Co-Design di Yashaswini, Kaluguri, Arora, Anshu, Mulleti, Satish

Sommario: “...We propose an adaptive non-uniform sampling framework for bandlimited signals based on an algorithm...”
Testo

Bridging HPC and Quantum Systems using Scientific Workflows di Bieberich, Samuel T., Maheshwari, Ketan C., Wilkinson, Sean R., Date, Prasanna, Suh, In-Saeng, da Silva, Rafael Ferreira

Sommario: “..., the algorithms run on IBMQ, and the results return. The entire process is automated as a workflow by encoding...”
Testo

Quantum walk on simplicial complexes for simplicial community detection di Song, Euijun

Sommario: “..., a higher-order generalization of graph structures. Simplicial complexes, encoding higher-order...”
Testo

FairTargetSim: An Interactive Simulator for Understanding and Explaining the Fairness Effects of Target Variable Definition di Gala, Dalia, Phillips-Brown, Milo, Goel, Naman, Prunkl, Carinal, Jubete, Laura Alvarez, corcoran, medb, Eitel-Porter, Ray

Sommario: “... that can have profound implications for fairness, since biases are often encoded in target variable...”
Testo

A Full DAG Score-Based Algorithm for Learning Causal Bayesian Networks with Latent Confounders di Gonzales, Christophe, Valizadeh, Amir-Hosein

Sommario: “...Causal Bayesian networks (CBN) are popular graphical probabilistic models that encode causal...”
Testo

Graph Transformers Dream of Electric Flow di Cheng, Xiang, Carin, Lawrence, Sra, Suvrit

Sommario: “... implement algorithms that solve canonical problems such as electric flow and eigenvector decomposition...”
Testo

On the Convergence of Markov Chain Distribution within Quantum Walk Circuit Subspace di Ramos, Aingeru, Pascual, Jose A., Navaridas, Javier, Coluzza, Ivan

Sommario: “...Markov Chain Monte Carlo (MCMC) methods are algorithms for sampling probability distributions...”
Testo

Subspace Selected Variational Quantum Configuration Interaction with a Partial Walsh Series di Aydoğan, Koray, Spak, Anna R., Head-Marsden, Kade, Schlimgen, Anthony W.

Sommario: “... for quantum algorithms. Here we propose a variational quantum eigensolver (VQE) \emph{Ansatz} for finding...”
Testo

Channel-Aware Distributed Transmission Control and Video Streaming in UAV Networks di Ghazikor, Masoud, Roach, Keenan, Cheung, Kenny, Hashemi, Morteza

Sommario: “... threshold and video encoding rate. To tackle this problem, we develop the JDVT-EC algorithm that enhances...”
Testo

Hamiltonian simulation for low-energy states with optimal time dependence di Zlokapa, Alexander, Somma, Rolando D.

Sommario: “... subspace. Assuming access to a block-encoding of $H'=(H-E)/λ$ for some $E \in \mathbb R$, the goal...”
Testo

Control-Aware Trajectory Predictions for Communication-Efficient Drone Swarm Coordination in Cluttered Environments di Yan, Longhao, Zhou, Jingyuan, Yang, Kaidi

Sommario: “... this challenge, we propose a control-aware learning-based trajectory prediction algorithm that can enable...”
Testo

Principal Component Analysis for Spatial Phase Reconstruction in Atom Interferometry di Seckmeyer, Stefan, Ahlers, Holger, Kirsten-Siemß, Jan-Niclas, Gersemann, Matthias, Rasel, Ernst M., Abend, Sven, Gaaloul, Naceur

Sommario: “...Atom interferometers are sensitive to a wide range of forces by encoding their signals...”
Testo

Digitized Counterdiabatic Quantum Algorithms for Logistics Scheduling di Dalal, Archismita, Montalban, Iraitz, Hegade, Narendra N., Cadavid, Alejandro Gomez, Solano, Enrique, Awasthi, Abhishek, Vodola, Davide, Jones, Caitlin, Weiss, Horst, Füchsel, Gernot

Sommario: “... optimization (DCQO)algorithms. In DCQO, we find the solution of an optimization problem via an adiabatic...”
Testo

NeuFair: Neural Network Fairness Repair with Dropout di Dasu, Vishnu Asutosh, Kumar, Ashish, Tizpaz-Niari, Saeid, Tan, Gang

Sommario: “... patterns from data, they may encode and amplify existing biases from the historical data. Existing bias...”
Testo

Testing Causal Models with Hidden Variables in Polynomial Delay via Conditional Independencies di Jeong, Hyunchai, Ejaz, Adiba, Tian, Jin, Bareinboim, Elias

Sommario: “... encode these CIs in polynomial space, give rise to local Markov properties that enable model testing...”
Testo