Resultados de búsqueda - (coding OR Decoding) (algorithmics OR (algorithm OR algorithm))

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

Tabla de Contenidos: “…, 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 por 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

Tabla de Contenidos: “… 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 por Tumay, Aysin, Aydin, Mustafa E., Koc, Ali T., Kozat, Suleyman S.

Tabla de Contenidos: “… 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 por Janz, David, Liu, Shuai, Ayoub, Alex, Szepesvári, Csaba

Tabla de Contenidos: “… 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 por Alcacer, Aleix, Epifanio, Irene, Gual-Arnau, Ximo

Tabla de Contenidos: “… 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 por Magnana, Lucas, Rivano, Hervé, Chiabaut, Nicolas

Tabla de Contenidos: “… 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 por Baresi, Luciano, Quattrocchi, Giovanni, Ticongolo, Inacio

Tabla de Contenidos: “…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 por Diakite, Alou, Li, Cheng, Xie, Lei, Feng, Yuanjing, Han, Hua, Wang, Shanshan

Tabla de Contenidos: “…. 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 por Ma'sum, Muhammad Anwar, Sarkar, MD Rasel, Pratama, Mahardhika, Ramasamy, Savitha, Anavatti, Sreenatha, Liu, Lin, Habibullah, Kowalczyk, Ryszard

Tabla de Contenidos: “… 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 por Konstantinov, Andrei V., Kozlov, Boris V., Kirpichenko, Stanislav R., Utkin, Lev V.

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

Tabla de Contenidos: “… 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 por Ikram, Zarif, Pan, Ling, Liu, Dianbo

Tabla de Contenidos: “… training using Evolutionary algorithms (EA). Our method can work on top of any GFlowNets training objective…”
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Eigen Is All You Need: Efficient Lidar-Inertial Continuous-Time Odometry with Internal Association por Nguyen, Thien-Minh, Xu, Xinhang, Jin, Tongxing, Yang, Yizhuo, Li, Jianping, Yuan, Shenghai, Xie, Lihua

Tabla de Contenidos: “…, which promotes two main insights. One, contrary to conventional wisdom, CT-LIO algorithm can…”
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Real-Time Line-Based Room Segmentation and Continuous Euclidean Distance Fields por Warberg, Erik, Miksits, Adam, Barbosa, Fernando S.

Tabla de Contenidos: “…. This is possible thanks to a novel line-based room segmentation algorithm, enabling the creation of smaller local…”
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ASAP-Repair: API-Specific Automated Program Repair Based on API Usage Graphs por Nielebock, Sebastian, Blockhaus, Paul, Krüger, Jacob, Ortmeier, Frank

Tabla de Contenidos: “…Modern software development relies on the reuse of code via Application Programming Interfaces…”
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MLTCP: Congestion Control for DNN Training por Rajasekaran, Sudarsanan, Narang, Sanjoli, Zabreyko, Anton A., Ghobadi, Manya

Tabla de Contenidos: “…We present MLTCP, a technique to augment today's congestion control algorithms to accelerate DNN…”
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Utilizing GANs for Fraud Detection: Model Training with Synthetic Transaction Data por Zhu, Mengran, Gong, Yulu, Xiang, Yafei, Yu, Hanyi, Huo, Shuning

Tabla de Contenidos: “…. The objective of the experiment is to design and implement a fake face verification code and fraud detection…”
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Supporting Experts with a Multimodal Machine-Learning-Based Tool for Human Behavior Analysis of Conversational Videos por Arakawa, Riku, Maeda, Kiyosu, Yakura, Hiromu

Tabla de Contenidos: “…. It enables experts to combine various machine learning algorithms to capture human behavioral cues without…”
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Watermark Stealing in Large Language Models por Jovanović, Nikola, Staab, Robin, Vechev, Martin

Tabla de Contenidos: “… was previously unnoticed. We are the first to propose an automated WS algorithm and use it in the first…”
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Overcoming Data Inequality across Domains with Semi-Supervised Domain Generalization por Park, Jinha, Cho, Wonguk, Kim, Taesup

Tabla de Contenidos: “… is labeled while the rest are unlabeled. We propose a novel algorithm, ProUD, which can effectively learn…”
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