Search Results - coding ((algorithmsssics OR algorithm) OR (algorithm OR (algorithmsssics OR algorithm)))

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

Table of Contents: “… is implemented in MATLAB through a code that utilizes a hybrid algorithm that combines gradient descent…”
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AutoTemplate: A Simple Recipe for Lexically Constrained Text Generation by Iso, Hayate

Table of Contents: “… this problem using a lexically constrained beam search algorithm or dedicated model using non-autoregressive…”
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FFB: A Fair Fairness Benchmark for In-Processing Group Fairness Methods by Han, Xiaotian, Chi, Jianfeng, Chen, Yu, Wang, Qifan, Zhao, Han, Zou, Na, Hu, Xia

Table of Contents: “… in experimental settings, lack of accessible algorithmic implementations, and limited extensibility of current…”
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SafeDreamer: Safe Reinforcement Learning with World Models by Huang, Weidong, Ji, Jiaming, Xia, Chunhe, Zhang, Borong, Yang, Yaodong

Table of Contents: “…. In this work, we introduce SafeDreamer, a novel algorithm incorporating Lagrangian-based methods into world…”
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Robust Data Clustering with Outliers via Transformed Tensor Low-Rank Representation by Wu, Tong

Table of Contents: “… 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 by Zhang, Xiao Feng, Gu, Chao Chen, Zhu, Shan Ying

Table of Contents: “… transparency and internal aesthetics. Although some methods combining traditional optimization algorithms…”
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High performance Boson Sampling simulation via data-flow engines by Morse, Gregory, Rybotycki, Tomasz, Kaposi, Ágoston, Kolarovszki, Zoltán, Stojčić, Uroš, Kozsik, Tamás, Mencer, Oskar, Oszmaniec, Michał, Zimborás, Zoltán, Rakyta, Péter

Table of Contents: “… evaluation in scenarios where such multiplicities occur. This is achieved by incorporating n-ary Gray code…”
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SmoothLLM: Defending Large Language Models Against Jailbreaking Attacks by Robey, Alexander, Wong, Eric, Hassani, Hamed, Pappas, George J.

Table of Contents: “…, the first algorithm designed to mitigate jailbreaking attacks. Based on our finding that adversarially…”
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DPZero: Private Fine-Tuning of Language Models without Backpropagation by Zhang, Liang, Li, Bingcong, Thekumparampil, Kiran Koshy, Oh, Sewoong, He, Niao

Table of Contents: “…, a novel private zeroth-order algorithm with nearly dimension-independent rates. The memory…”
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CROP: Conservative Reward for Model-based Offline Policy Optimization by 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

Table of Contents: “… novel model-based offline RL algorithm named Conservative Reward for model-based Offline Policy…”
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Hierarchical Ensemble-Based Feature Selection for Time Series Forecasting by Tumay, Aysin, Aydin, Mustafa E., Koc, Ali T., Kozat, Suleyman S.

Table of Contents: “… using a subset of features, and then the output of the model is updated using other algorithms in a…”
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Exploration via linearly perturbed loss minimisation by Janz, David, Liu, Shuai, Ayoub, Alex, Szepesvári, Csaba

Table of Contents: “… perturbations give rise to good bandit algorithms. We propose data-dependent perturbations not present…”
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Biarchetype analysis: simultaneous learning of observations and features based on extremes by Alcacer, Aleix, Epifanio, Irene, Gual-Arnau, Ximo

Table of Contents: “… easier to understand. We propose an algorithm to solve biarchetype analysis. Although clustering…”
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A DRL solution to help reduce the cost in waiting time of securing a traffic light for cyclists by Magnana, Lucas, Rivano, Hervé, Chiabaut, Nicolas

Table of Contents: “… traffic light control algorithm over whole days. Results show that DRL achieves better minimization…”
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Dependency-aware Resource Allocation for Serverless Functions at the Edge by Baresi, Luciano, Quattrocchi, Giovanni, Ticongolo, Inacio

Table of Contents: “…Serverless computing allows developers to break their code into small components, known…”
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LESEN: Label-Efficient deep learning for Multi-parametric MRI-based Visual Pathway Segmentation by Diakite, Alou, Li, Cheng, Xie, Lei, Feng, Yuanjing, Han, Hua, Wang, Shanshan

Table of Contents: “…. Therefore, it is crucial to develop effective algorithms in situations with limited labeled samples…”
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Dynamic Long-Term Time-Series Forecasting via Meta Transformer Networks by Ma'sum, Muhammad Anwar, Sarkar, MD Rasel, Pratama, Mahardhika, Ramasamy, Savitha, Anavatti, Sreenatha, Liu, Lin, Habibullah, Kowalczyk, Ryszard

Table of Contents: “… demonstrate the advantage of our approach with at least $3\%$ improvements over the baseline algorithms…”
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Dual feature-based and example-based explanation methods by Konstantinov, Andrei V., Kozlov, Boris V., Kirpichenko, Stanislav R., Utkin, Lev V.

Table of Contents: “… are performed for studying the approach. The code of proposed algorithms is available. …”
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Stale Profile Matching by Ayupov, Amir, Panchenko, Maksim, Pupyrev, Sergey

Table of Contents: “… code. To achieve the maximum performance boost, profile data needs to be collected on the same version…”
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Evolution Guided Generative Flow Networks by Ikram, Zarif, Pan, Ling, Liu, Dianbo

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