Machine Learning

Optimization and Control Bilevel Learning: A New Approach in Optimization

Learn how bilevel learning and recycling strategies improve optimization efficiency.

Matthias J. Ehrhardt, Silvia Gazzola, Sebastian J. Scott

2025-03-13T15:57:10+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Indoor Localization with Knowledge Transfer

New framework improves indoor positioning using knowledge from different environments.

Son Minh Nguyen, Linh Duy Tran, Duc Viet Le

2025-03-13T14:31:12+00:00 ― 7 min read

Machine Learning How Foundation Models Gather Information

Examining the skills of foundation models in information gathering.

Nan Rosemary Ke, Danny P. Sawyer, Hubert Soyer

2025-03-13T14:27:40+00:00 ― 7 min read

Mathematical Finance Harnessing Machine Learning for Smart Investing

Learn how reinforcement learning can enhance your investment strategies.

Huy Chau, Duy Nguyen, Thai Nguyen

2025-03-13T14:01:40+00:00 ― 6 min read

Computation and Language Can AI Learn to Plan Effectively?

Examining the capabilities of large language models in planning tasks.

Sukai Huang, Trevor Cohn, Nir Lipovetzky

2025-03-13T13:43:03+00:00 ― 6 min read

Information Theory Improving Machine Learning with Structured Information Bottleneck

A smarter way for machines to learn by focusing on essential data.

Hanzhe Yang, Youlong Wu, Dingzhu Wen

2025-03-13T13:17:20+00:00 ― 8 min read

Computation and Language Boosting AI Reasoning with Knowledge Graphs

Researchers improve LLM reasoning by using Knowledge Graphs through programming language representations.

Xue Wu, Kostas Tsioutsiouliklis

2025-03-13T12:06:45+00:00 ― 7 min read

High Energy Physics - Experiment New Model Improves B-Jet Identification

Scientists develop JetRetNet, a promising approach for better b-jet tagging.

Ayse Asu Guvenli, Bora Isildak

2025-03-13T11:57:08+00:00 ― 6 min read

Machine Learning WaveGNN: Tackling Messy Time Series Data

WaveGNN offers solutions for messy time series data across various sectors.

Arash Hajisafi, Maria Despoina Siampou, Bita Azarijoo

2025-03-13T10:30:27+00:00 ― 7 min read

Machine Learning Revolutionizing Language Models with BatchTopK Sparse Autoencoders

BatchTopK sparse autoencoders improve language processing through smart data selection.

Bart Bussmann, Patrick Leask, Neel Nanda

2025-03-13T09:22:29+00:00 ― 5 min read

Cryptography and Security Strengthening Federated Learning Against Sneaky Attacks

A new approach improves security in federated learning by focusing on client-side defenses.

Borja Molina-Coronado

2025-03-13T08:54:09+00:00 ― 6 min read

Computer Vision and Pattern Recognition The Stripes That Fool: Texture Bias in AI

Discover how texture bias impacts AI decisions and object recognition.

Blaine Hoak, Ryan Sheatsley, Patrick McDaniel

2025-03-13T08:06:00+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing AI: Measuring Perception Similarity

A new approach to gauge how machines perceive similarities across different data types.

Sara Ghazanfari, Siddharth Garg, Nicolas Flammarion

2025-03-13T06:29:42+00:00 ― 6 min read

Atmospheric and Oceanic Physics Revolutionizing Weather Forecasting with Machine Learning

Discover how MiMa is changing the game in weather predictions.

Yihe Zhang, Bryce Turney, Purushottam Sigdel

2025-03-13T06:22:46+00:00 ― 7 min read

Quantum Physics Harnessing Quantum Power for Climate Predictions

QK-LSTM model improves climate forecasting accuracy using quantum techniques.

Yu-Chao Hsu, Nan-Yow Chen, Tai-Yu Li

2025-03-13T05:35:00+00:00 ― 8 min read

Quantum Physics Advancing AI with Quantum-Train Learning

A new approach combines quantum computing and reinforcement learning for improved AI training.

Kuan-Cheng Chen, Samuel Yen-Chi Chen, Chen-Yu Liu

2025-03-13T04:47:14+00:00 ― 6 min read

Signal Processing Innovative Sound Mapping: HRTF Predictions

New methods improve how we perceive sound direction in virtual spaces.

Keng-Wei Chang, Yih-Liang Shen, Tai-Shi Chi

2025-03-13T04:42:36+00:00 ― 6 min read

Networking and Internet Architecture The Future of Device Tracking: Compact Fingerprinting

Compact fingerprinting offers efficient tracking while prioritizing user privacy.

Giovanni Baccichet, Fabio Palmese, Alessandro E. C. Redondi

2025-03-13T00:52:39+00:00 ― 8 min read

Machine Learning The Rise of Time Series Foundation Models

Examining the impact of training data quality on time series models.

Songkang Wen, Vasilii Feofanov, Jianfeng Zhang

2025-03-12T23:12:07+00:00 ― 6 min read

Cryptography and Security Securing Federated Learning with Exclaves

Learn how exclaves enhance privacy and integrity in federated learning models.

Jinnan Guo, Kapil Vaswani, Andrew Paverd

2025-03-12T22:28:12+00:00 ― 6 min read

Computation and Language Navigating the Challenges of Large Language Models

A look at LLM responses to attacks and unusual data inputs.

April Yang, Jordan Tab, Parth Shah

2025-03-12T21:40:03+00:00 ― 5 min read

Machine Learning Aligning AI: Tackling the Challenge of Human Values

Learn how researchers are improving AI alignment with human values through innovative methods.

Shambhavi Krishna, Aishwarya Sahoo

2025-03-12T19:15:36+00:00 ― 6 min read

Artificial Intelligence Decision Trees: Shedding Light on Gender Bias in AI

Using decision trees to reveal gender bias in AI models.

Ana Ozaki, Roberto Confalonieri, Ricardo Guimarães

2025-03-12T17:39:18+00:00 ― 6 min read

Computer Vision and Pattern Recognition The Rise of Image Captioning Technology

Learn how machines are now telling stories through images.

Joshua Adrian Cahyono, Jeremy Nathan Jusuf

2025-03-12T16:51:09+00:00 ― 7 min read

Signal Processing Advancing State Estimation with Stochastic Integration Filter

Learn how SIF improves tracking and estimation in technology.

Jindrich Dunik, Jakub Matousek, Ondrej Straka

2025-03-12T13:54:18+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Histopathology with H-MGDM

New tech enhances image analysis for better disease diagnosis.

Zhenfeng Zhuang, Min Cen, Yanfeng Li

2025-03-12T13:38:33+00:00 ― 7 min read

Machine Learning Revolutionizing AI Fine-Tuning with OP-LoRA

OP-LoRA enhances AI models for specific tasks, improving efficiency and performance.

Piotr Teterwak, Kate Saenko, Bryan A. Plummer

2025-03-12T11:14:06+00:00 ― 5 min read

Computer Vision and Pattern Recognition Decoding Video-LMMs: A Clearer Path Forward

Unpacking the key elements driving video understanding in large multimodal models.

Orr Zohar, Xiaohan Wang, Yann Dubois

2025-03-12T10:25:57+00:00 ― 7 min read

Machine Learning Neural Operators: A New Tool for Science

Learn how neural operators transform scientific computing and solve complex problems.

Jean Kossaifi, Nikola Kovachki, Zongyi Li

2025-03-12T09:37:48+00:00 ― 6 min read

Emerging Technologies The Future of Computing: Probabilistic Approaches

Discover how probabilistic computing is changing the landscape of technology.

Temitayo N. Adeyeye, Sidra Gibeault, Daniel P. Lathrop

2025-03-12T04:48:54+00:00 ― 6 min read

High Energy Physics - Theory Harnessing Neural Networks for Particle Interaction Insights

Neural networks are changing how we study particle scattering amplitudes in physics.

Mehmet Asim Gumus, Damien Leflot, Piotr Tourkine

2025-03-12T03:18:42+00:00 ― 8 min read

Computer Vision and Pattern Recognition DeepSeek-VL2: The Next Step in AI Intelligence

DeepSeek-VL2 merges visual and text data for smarter AI interactions.

Zhiyu Wu, Xiaokang Chen, Zizheng Pan

2025-03-12T02:24:27+00:00 ― 5 min read

Machine Learning Revamping Decision-Making with Off-Policy Evaluation

Learn how off-policy evaluation shapes safer decision-making across various fields.

Aishwarya Mandyam, Shengpu Tang, Jiayu Yao

2025-03-11T21:46:12+00:00 ― 6 min read

Computation and Language Removing Harmful Knowledge from AI Models

New methods help AI models safely remove unwanted information.

Harry J. Davies, Giorgos Iacovides, Danilo P. Mandic

2025-03-11T18:22:57+00:00 ― 6 min read

Machine Learning Mastering Multiclass Classification: Techniques and Challenges

Explore multiclass classification, challenges, and powerful boosting techniques.

Marco Bressan, Nataly Brukhim, Nicolò Cesa-Bianchi

2025-03-11T16:41:01+00:00 ― 6 min read

Optimization and Control Navigating Optimization with Proximal Point Algorithms

Discover how proximal point algorithms solve complex optimization problems.

Ya-xiang Yuan, Yi Zhang

2025-03-11T16:00:10+00:00 ― 6 min read

Machine Learning The Future of Generative Modeling: A Leap Forward

New method boosts generative modeling efficiency without sacrificing quality.

Jaehyeon Kim, Taehong Moon, Keon Lee

2025-03-11T14:22:12+00:00 ― 5 min read

Computation and Language Advancing Semantic Parsing with RASP

Learn how RASP improves machine understanding of human language.

Xiao Zhang, Qianru Meng, Johan Bos

2025-03-11T13:34:03+00:00 ― 8 min read

Machine Learning The Art of Blending Data in AI Training

Discover how diffusion processes improve AI learning through clean and noisy data blending.

Yair Schiff, Subham Sekhar Sahoo, Hao Phung

2025-03-11T12:45:54+00:00 ― 6 min read

Machine Learning A Structured Approach to Generative Models

Learn how structured training improves machine learning models and their accuracy.

Santiago Aranguri, Francesco Insulla

2025-03-11T11:35:50+00:00 ― 6 min read

Latest Articles for Machine Learning