Suchergebnisse - coding ((algorithmics OR Algorithmsssics) OR (algorithm OR (algorithm OR algorithm)))

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

Inhaltsangabe: “… 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 von Robey, Alexander, Wong, Eric, Hassani, Hamed, Pappas, George J.

Inhaltsangabe: “… , 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 von Zhang, Liang, Li, Bingcong, Thekumparampil, Kiran Koshy, Oh, Sewoong, He, Niao

Inhaltsangabe: “… , 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 von 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

Inhaltsangabe: “… 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 von Tumay, Aysin, Aydin, Mustafa E., Koc, Ali T., Kozat, Suleyman S.

Inhaltsangabe: “… 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 von Janz, David, Liu, Shuai, Ayoub, Alex, Szepesvári, Csaba

Inhaltsangabe: “… 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 von Alcacer, Aleix, Epifanio, Irene, Gual-Arnau, Ximo

Inhaltsangabe: “… 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 von Magnana, Lucas, Rivano, Hervé, Chiabaut, Nicolas

Inhaltsangabe: “… 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 von Baresi, Luciano, Quattrocchi, Giovanni, Ticongolo, Inacio

Inhaltsangabe: “… 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 von Diakite, Alou, Li, Cheng, Xie, Lei, Feng, Yuanjing, Han, Hua, Wang, Shanshan

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

Inhaltsangabe: “… 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 von Konstantinov, Andrei V., Kozlov, Boris V., Kirpichenko, Stanislav R., Utkin, Lev V.

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

Inhaltsangabe: “… 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 von Ikram, Zarif, Pan, Ling, Liu, Dianbo

Inhaltsangabe: “… 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 von Nguyen, Thien-Minh, Xu, Xinhang, Jin, Tongxing, Yang, Yizhuo, Li, Jianping, Yuan, Shenghai, Xie, Lihua

Inhaltsangabe: “… , 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 von Warberg, Erik, Miksits, Adam, Barbosa, Fernando S.

Inhaltsangabe: “… . 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 von Nielebock, Sebastian, Blockhaus, Paul, Krüger, Jacob, Ortmeier, Frank

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

Inhaltsangabe: “… 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 von Zhu, Mengran, Gong, Yulu, Xiang, Yafei, Yu, Hanyi, Huo, Shuning

Inhaltsangabe: “… . 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 von Arakawa, Riku, Maeda, Kiyosu, Yakura, Hiromu

Inhaltsangabe: “… . It enables experts to combine various machine learning algorithms to capture human behavioral cues without …”
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