Risultati della ricerca - coding ((algorithmics OR (algorithm OR algorithm)) OR (algorithm OR Algorithmssics))

Rethinking Optimal Verification Granularity for Compute-Efficient Test-Time Scaling di Chen, Hao Mark, Lu, Guanxi, Okoshi, Yasuyuki, Mo, Zhiwen, Motomura, Masato, Fan, Hongxiang

Sommario: “.... To this end, we introduce Variable Granularity Search (VG-Search), a unified algorithm that generalizes beam...”
Testo

ActiveDPO: Active Direct Preference Optimization for Sample-Efficient Alignment di Lin, Xiaoqiang, Verma, Arun, Dai, Zhongxiang, Rus, Daniela, Ng, See-Kiong, Low, Bryan Kian Hsiang

Sommario: “... reasoning, and code generation. However, achieving effective LLM alignment depends on high-quality datasets...”
Testo

Automatically Identify and Rectify: Robust Deep Contrastive Multi-view Clustering in Noisy Scenarios di Yang, Xihong, Wang, Siwei, Wang, Fangdi, Jin, Jiaqi, Liu, Suyuan, Liu, Yue, Zhu, En, Liu, Xinwang, Jin, Yueming

Sommario: “... experiments on six benchmark datasets demonstrate that AIRMVC outperforms state-of-the-art algorithms in terms...”
Testo

Continual-MEGA: A Large-scale Benchmark for Generalizable Continual Anomaly Detection di Lee, Geonu, Oh, Yujeong, Jang, Geonhui, Lee, Soyoung, Song, Jeonghyo, Cha, Sungmin, Yoo, YoungJoon

Sommario: “... adaptation also enhances zero-shot performance. We also present a unified baseline algorithm that improves...”
Testo

Quantum-Classical Embedding via Ghost Gutzwiller Approximation for Enhanced Simulations of Correlated Electron Systems di Chen, I-Chi, Khindanov, Aleksei, Salazar, Carlos, Barona, Humberto Munoz, Zhang, Feng, Wang, Cai-Zhuang, Iadecola, Thomas, Lanatà, Nicola, Yao, Yong-Xin

Sommario: “... an adaptive variational quantum algorithm on a statevector simulator, applied to the infinite-dimensional...”
Testo

Domain Lexical Knowledge-based Word Embedding Learning for Text Classification under Small Data di Zhu, Zixiao, Mao, Kezhi

Sommario: “... a knowledge acquisition algorithm for automatically collecting lexical knowledge from online open...”
Testo

Building a Recommendation System Using Amazon Product Co-Purchasing Network di Liu, Minghao, Zhao, Catherine, Zhou, Nathan

Sommario: “.... Experimental results demonstrate that our approach outperforms baseline algorithms in predicting relevant...”
Testo

Analytical Reconstruction of Periodically Deformed Objects in Time-resolved CT di Qu, Qianwei, Schlepütz, Christian M., Stampanoni, Marco

Sommario: “... for time-periodic reconstruction. However, the gating-based reconstruction algorithm only utilizes a...”
Testo

Guided Speculative Inference for Efficient Test-Time Alignment of LLMs di Geuter, Jonathan, Mroueh, Youssef, Alvarez-Melis, David

Sommario: “...We propose Guided Speculative Inference (GSI), a novel algorithm for efficient reward-guided...”
Testo

EDEN: Efficient Dual-Layer Exploration Planning for Fast UAV Autonomous Exploration in Large 3-D Environments di Dong, Qianli, Zhang, Xuebo, Zhang, Shiyong, Wang, Ziyu, Ma, Zhe, Xi, Haobo

Sommario: “... through an approximate algorithm to ensure real-time planning in large-scale environments...”
Testo

From Swath to Full-Disc: Advancing Precipitation Retrieval with Multimodal Knowledge Expansion di Wang, Zheng, Ying, Kai, Xu, Bin, Wang, Chunjiao, Bai, Cong

Sommario: “.... However, infrared-based algorithms have low accuracy due to weak relations with surface precipitation...”
Testo

MultiMatch: Multihead Consistency Regularization Matching for Semi-Supervised Text Classification di Sirbu, Iustin, Popovici, Robert-Adrian, Caragea, Cornelia, Trausan-Matu, Stefan, Rebedea, Traian

Sommario: “...We introduce MultiMatch, a novel semi-supervised learning (SSL) algorithm combining the paradigms...”
Testo

Unsupervised Elicitation of Language Models di Wen, Jiaxin, Ankner, Zachary, Somani, Arushi, Hase, Peter, Marks, Samuel, Goldman-Wetzler, Jacob, Petrini, Linda, Sleight, Henry, Burns, Collin, He, He, Feng, Shi, Perez, Ethan, Leike, Jan

Sommario: “... algorithm, Internal Coherence Maximization (ICM), to fine-tune pretrained language models on their own...”
Testo

The 2025 PNPL Competition: Speech Detection and Phoneme Classification in the LibriBrain Dataset di Landau, Gilad, Özdogan, Miran, Elvers, Gereon, Mantegna, Francesco, Somaiya, Pratik, Jayalath, Dulhan, Kurth, Luisa, Kwon, Teyun, Shillingford, Brendan, Farquhar, Greg, Jiang, Minqi, Jerbi, Karim, Abdelhedi, Hamza, Ramos, Yorguin Mantilla, Gulcehre, Caglar, Woolrich, Mark, Voets, Natalie, Jones, Oiwi Parker

Sommario: “... metrics, illustrative benchmark models, online tutorial code, a community discussion board, and public...”
Testo

LARGO: Low-Rank Regulated Gradient Projection for Robust Parameter Efficient Fine-Tuning di Zhang, Haotian, Liu, Liu, Yu, Baosheng, Qiu, Jiayan, Ren, Yanwei, Liu, Xianglong

Sommario: “... efficiency. To address this challenge, we propose Low-rAnk Regulated Gradient Projection (LARGO) algorithm...”
Testo

Joint Error Correction and Fading Channel Estimation Enhancement Leveraging GRAND di Wiame, Charles, Duffy, Ken R., Médard, Muriel

Sommario: “... length or improving the estimation algorithm, we propose two new approaches based on Guessing Random...”
Testo

CROP: Circuit Retrieval and Optimization with Parameter Guidance using LLMs di Pan, Jingyu, Jacobson, Isaac, Zhao, Zheng, Chen, Tung-Chieh, Zhou, Guanglei, Chang, Chen-Chia, Rashingkar, Vineet, Chen, Yiran

Sommario: “... circuits using electronic design automation (EDA) tools. Due to the complexity of EDA algorithms, the vast...”
Testo

Addressing The Devastating Effects Of Single-Task Data Poisoning In Exemplar-Free Continual Learning di Pawlak, Stanisław, Twardowski, Bartłomiej, Trzciński, Tomasz, van de Weijer, Joost

Sommario: “... to new tasks) of the algorithm. Finally, we propose a high-level defense framework for CL along with a...”
Testo

Quantile Reward Policy Optimization: Alignment with Pointwise Regression and Exact Partition Functions di Matrenok, Simon, Moalla, Skander, Gulcehre, Caglar

Sommario: “..., on-policy algorithms such as PPO and GRPO. In contrast, simpler methods that can leverage offline or off...”
Testo

Information Security Based on LLM Approaches: A Review di Gong, Chang, Li, Zhongwen, Li, Xiaoqi

Sommario: “..., malicious code identification, and cryptographic algorithm optimization, and explore its potential...”
Testo