Researchers leverage AI to uncover new formulas for mathematical constants.
Michael Shalyt, Uri Seligmann, Itay Beit Halachmi
― 6 min read
Latest Articles for Data Science
FedSTaS improves collaboration in federated learning while protecting data privacy.
Jordan Slessor, Dezheng Kong, Xiaofen Tang
― 7 min read
Learn how clustering algorithms simplify data analysis and reveal hidden patterns.
Guy B. Oldaker, Maria Emelianenko
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A guide to understanding and addressing faults in deep learning models.
Gunel Jahangirova, Nargiz Humbatova, Jinhan Kim
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Synthetic data could help make healthcare predictions more equitable for all groups.
Daniel Smolyak, Arshana Welivita, Margrét V. Bjarnadóttir
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jinns enhances physics-informed neural networks for diverse real-world applications.
Hugo Gangloff, Nicolas Jouvin
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A unified framework for efficient computer vision tasks using minimal data.
Bharadwaj Ravichandran, Alexander Lynch, Sarah Brockman
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Learn how PAMDA improves multi-source domain adaptation for better model performance.
Min Huang, Zifeng Xie, Bo Sun
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Discover how CLIPF uses word-frequency masking to improve AI training.
Mingliang Liang, Martha Larson
― 6 min read
Mamba2D transforms how we handle and understand visual data.
Enis Baty, Alejandro Hernández Díaz, Chris Bridges
― 5 min read
Discover how machines learn and adapt without needing detailed instructions.
Jing Guo, Xiushan Jiang, Weihai Zhang
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New methods protect personal data while enabling insightful analysis.
Linh H Nghiem, Aidong A. Ding, Samuel Wu
― 5 min read
Explore how robots are learning through data for real-world tasks.
Marius Memmel, Jacob Berg, Bingqing Chen
― 7 min read
Models learn old and new objects while remembering past knowledge.
Bowen Dong, Zitong Huang, Guanglei Yang
― 6 min read
Discover the latest advances in personalized recommendation systems and their impact.
Qijiong Liu, Lu Fan, Xiao-Ming Wu
― 6 min read
Discover how Knowledge Graphs and SDN reshape information connections.
Tengfei Ma, Yujie Chen, Liang Wang
― 6 min read
Learn how scientists address uncertainty in deep learning for better predictions.
Sophie Steger, Christian Knoll, Bernhard Klein
― 8 min read
Grams offers a fresh take on optimization for machine learning models.
Yang Cao, Xiaoyu Li, Zhao Song
― 7 min read
A new method predicts learning curves based on neural network architecture.
Yanna Ding, Zijie Huang, Xiao Shou
― 8 min read
Discover when Graph Attention Networks shine and when simpler methods prevail.
Zhongtian Ma, Qiaosheng Zhang, Bocheng Zhou
― 5 min read
A new approach to improve LMMs by focusing on mistakes instead of data volume.
Barry Menglong Yao, Qifan Wang, Lifu Huang
― 7 min read
Discover how T-gates elevate quantum circuits from simple to complex operations.
Dominik Szombathy, Angelo Valli, Cătălin Paşcu Moca
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Revolutionary method improves crack detection in buildings and infrastructure.
Kushagra Srivastava, Damodar Datta Kancharla, Rizvi Tahereen
― 6 min read
Dive into the complexities of how neural networks learn and interact.
P. Baglioni, L. Giambagli, A. Vezzani
― 7 min read
DropPatch enhances time-series forecasting through innovative masking techniques.
Tianyu Qiu, Yi Xie, Yun Xiong
― 7 min read
Discover how data-driven models reshape economic predictions and policy-making.
Marco Pangallo, R. Maria del Rio-Chanona
― 6 min read
Explore how DG-Gen transforms dynamic graph generation and analysis.
Ryien Hosseini, Filippo Simini, Venkatram Vishwanath
― 7 min read
An overview of the challenges and breakthroughs in explainable quantum AI.
Elies Gil-Fuster, Jonas R. Naujoks, Grégoire Montavon
― 6 min read
KLDA tackles challenges in continual learning while preserving past knowledge.
Saleh Momeni, Sahisnu Mazumder, Bing Liu
― 7 min read
CICLD model enhances semantic segmentation, bridging the gap between synthetic and real-world imagery.
Jongmin Yu, Zhongtian Sun, Shan Luo
― 9 min read
Learn how new techniques boost accuracy in heart rate estimation.
Luca Benfenati, Sofia Belloni, Alessio Burrello
― 6 min read
Explore how few-shot learning and unrolling optimize AI's adaptability with minimal data.
Long Zhou, Fereshteh Shakeri, Aymen Sadraoui
― 9 min read
A look into enhancing diffusion models for better data generation.
Yinbin Han, Meisam Razaviyayn, Renyuan Xu
― 8 min read
New methods enhance object recognition in varying weather using synthetic data.
Javier Montalvo, Roberto Alcover-Couso, Pablo Carballeira
― 6 min read
Discover how LDM transforms long-term time series predictions.
Chao Ma, Yikai Hou, Xiang Li
― 5 min read
New methods correct biases in machine learning for better class representation.
S Divakar Bhat, Amit More, Mudit Soni
― 5 min read
Discover the ALPC approach for improved data organization through anchor-based methods.
Yawei Chen, Huibing Wang, Jinjia Peng
― 7 min read
Discover an efficient new approach to train neural networks effectively.
Shyam Venkatasubramanian, Vahid Tarokh
― 6 min read
A new benchmark challenges AI models in operations research reasoning.
Mahdi Mostajabdaveh, Timothy T. Yu, Samarendra Chandan Bindu Dash
― 6 min read
Researchers enhance robot efficiency by improving friction modeling techniques.
Victor Vantilborgh, Sander De Witte, Frederik Ostyn
― 7 min read