Risultati della ricerca - coding (Algorithmssssssics OR (algorithm OR (Algorithmssssssics OR (algorithm OR algorithm))))

ANFIS-based prediction of power generation for combined cycle power plant di Paparimoghadamborazjani, Maryam, Kazemi, Amin

Sommario: “... is implemented in MATLAB through a code that utilizes a hybrid algorithm that combines gradient descent...”
Testo

AutoTemplate: A Simple Recipe for Lexically Constrained Text Generation di Iso, Hayate

Sommario: “... this problem using a lexically constrained beam search algorithm or dedicated model using non-autoregressive...”
Testo

FFB: A Fair Fairness Benchmark for In-Processing Group Fairness Methods di Han, Xiaotian, Chi, Jianfeng, Chen, Yu, Wang, Qifan, Zhao, Han, Zou, Na, Hu, Xia

Sommario: “... in experimental settings, lack of accessible algorithmic implementations, and limited extensibility of current...”
Testo

SafeDreamer: Safe Reinforcement Learning with World Models di Huang, Weidong, Ji, Jiaming, Xia, Chunhe, Zhang, Borong, Yang, Yaodong

Sommario: “.... In this work, we introduce SafeDreamer, a novel algorithm incorporating Lagrangian-based methods into world...”
Testo

Robust Data Clustering with Outliers via Transformed Tensor Low-Rank Representation di Wu, Tong

Sommario: “... of the proposed algorithms. We release our code at https://github.com/twugithub/2024-AISTATS-ORTLRR. ...”
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Memory augment is All You Need for image restoration di Zhang, Xiao Feng, Gu, Chao Chen, Zhu, Shan Ying

Sommario: “... transparency and internal aesthetics. Although some methods combining traditional optimization algorithms...”
Testo

High performance Boson Sampling simulation via data-flow engines di Morse, Gregory, Rybotycki, Tomasz, Kaposi, Ágoston, Kolarovszki, Zoltán, Stojčić, Uroš, Kozsik, Tamás, Mencer, Oskar, Oszmaniec, Michał, Zimborás, Zoltán, Rakyta, Péter

Sommario: “... evaluation in scenarios where such multiplicities occur. This is achieved by incorporating n-ary Gray code...”
Testo

SmoothLLM: Defending Large Language Models Against Jailbreaking Attacks di Robey, Alexander, Wong, Eric, Hassani, Hamed, Pappas, George J.

Sommario: “..., the first algorithm designed to mitigate jailbreaking attacks. Based on our finding that adversarially...”
Testo

DPZero: Private Fine-Tuning of Language Models without Backpropagation di Zhang, Liang, Li, Bingcong, Thekumparampil, Kiran Koshy, Oh, Sewoong, He, Niao

Sommario: “..., a novel private zeroth-order algorithm with nearly dimension-independent rates. The memory...”
Testo

CROP: Conservative Reward for Model-based Offline Policy Optimization di Li, Hao, Zhou, Xiao-Hu, Li, Shu-Hai, Gui, Mei-Jiang, Xie, Xiao-Liang, Liu, Shi-Qi, Wang, Shuang-Yi, Feng, Zhen-Qiu, Hou, Zeng-Guang

Sommario: “... novel model-based offline RL algorithm named Conservative Reward for model-based Offline Policy...”
Testo

Hierarchical Ensemble-Based Feature Selection for Time Series Forecasting di Tumay, Aysin, Aydin, Mustafa E., Koc, Ali T., Kozat, Suleyman S.

Sommario: “... using a subset of features, and then the output of the model is updated using other algorithms in a...”
Testo

Exploration via linearly perturbed loss minimisation di Janz, David, Liu, Shuai, Ayoub, Alex, Szepesvári, Csaba

Sommario: “... perturbations give rise to good bandit algorithms. We propose data-dependent perturbations not present...”
Testo

Biarchetype analysis: simultaneous learning of observations and features based on extremes di Alcacer, Aleix, Epifanio, Irene, Gual-Arnau, Ximo

Sommario: “... easier to understand. We propose an algorithm to solve biarchetype analysis. Although clustering...”
Testo

A DRL solution to help reduce the cost in waiting time of securing a traffic light for cyclists di Magnana, Lucas, Rivano, Hervé, Chiabaut, Nicolas

Sommario: “... traffic light control algorithm over whole days. Results show that DRL achieves better minimization...”
Testo

Dependency-aware Resource Allocation for Serverless Functions at the Edge di Baresi, Luciano, Quattrocchi, Giovanni, Ticongolo, Inacio

Sommario: “...Serverless computing allows developers to break their code into small components, known...”
Testo

LESEN: Label-Efficient deep learning for Multi-parametric MRI-based Visual Pathway Segmentation di Diakite, Alou, Li, Cheng, Xie, Lei, Feng, Yuanjing, Han, Hua, Wang, Shanshan

Sommario: “.... Therefore, it is crucial to develop effective algorithms in situations with limited labeled samples...”
Testo

Dynamic Long-Term Time-Series Forecasting via Meta Transformer Networks di Ma'sum, Muhammad Anwar, Sarkar, MD Rasel, Pratama, Mahardhika, Ramasamy, Savitha, Anavatti, Sreenatha, Liu, Lin, Habibullah, Kowalczyk, Ryszard

Sommario: “... demonstrate the advantage of our approach with at least $3\%$ improvements over the baseline algorithms...”
Testo

Dual feature-based and example-based explanation methods di Konstantinov, Andrei V., Kozlov, Boris V., Kirpichenko, Stanislav R., Utkin, Lev V.

Sommario: “... are performed for studying the approach. The code of proposed algorithms is available. ...”
Testo

Stale Profile Matching di Ayupov, Amir, Panchenko, Maksim, Pupyrev, Sergey

Sommario: “... code. To achieve the maximum performance boost, profile data needs to be collected on the same version...”
Testo

Evolution Guided Generative Flow Networks di Ikram, Zarif, Pan, Ling, Liu, Dianbo

Sommario: “... training using Evolutionary algorithms (EA). Our method can work on top of any GFlowNets training objective...”
Testo