Computer Science - Machine Learning

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Machine Learning Navigating the Future of Autonomous Driving Safety

A look into tools shaping safe self-driving technology.

Rong Gu

2025-05-14T21:26:40+00:00 ― 8 min read

Machine Learning Deep Learning: Scaling Laws and Model Performance

An overview of how model size and data affect learning in deep neural networks.

Alex Havrilla, Wenjing Liao

2025-05-14T21:11:18+00:00 ― 6 min read

Optics Using Machine Learning to Study Wave Dynamics

Researchers apply machine learning to understand complex wave interactions with materials.

Ekaterina Smolina, Lev Smirnov, Daniel Leykam

2025-05-14T21:02:28+00:00 ― 7 min read

Atmospheric and Oceanic Physics Forecasting Marine Heatwaves: Protecting Our Oceans

Scientists are improving predictions of marine heatwaves to protect marine life and industries.

Ding Ning, Varvara Vetrova, Yun Sing Koh

2025-05-14T20:37:20+00:00 ― 7 min read

Machine Learning Revolutionizing Learning Rates in Machine Learning

A new method adjusts learning rates for faster and better model training.

Jiahao Zhang, Christian Moya, Guang Lin

2025-05-14T18:30:47+00:00 ― 5 min read

Machine Learning Layer Pruning: Streamlining Deep Learning Models

Learn how layer pruning enhances model efficiency and performance.

Leandro Giusti Mugnaini, Carolina Tavares Duarte, Anna H. Reali Costa

2025-05-14T18:04:00+00:00 ― 5 min read

Machine Learning Improving Electronic Design with Machine Learning

Enhancing routing predictions for better electronic devices.

Arjun Sridhar, Chen-Chia Chang, Junyao Zhang

2025-05-14T15:57:20+00:00 ― 5 min read

Machine Learning Creating Clear Decision-Making with Rule Lists

A new approach to rule lists enhances transparency in machine-generated decisions.

Sascha Xu, Nils Philipp Walter, Jilles Vreeken

2025-05-14T15:50:16+00:00 ― 6 min read

Machine Learning Vulnerabilities in Predictive Models: Adversarial Attacks

This article examines how adversarial examples can mislead predictive models in business processes.

Alexander Stevens, Jari Peeperkorn, Johannes De Smedt

2025-05-14T13:00:00+00:00 ― 6 min read

Machine Learning Aligning Course Outcomes and Program Goals with Technology

Learn how tech streamlines education by aligning course outcomes with program goals.

Natenaile Asmamaw Shiferaw, Simpenzwe Honore Leandre, Aman Sinha

2025-05-14T11:44:00+00:00 ― 5 min read

Machine Learning Improving Graph Neural Networks for Multi-label Classification

New strategies enhance GNN performance in multi-label node classification tasks.

Tianqi Zhao, Megha Khosla

2025-05-14T06:14:40+00:00 ― 5 min read

Machine Learning New Method RAMP Enhances Exploration in Reinforcement Learning

RAMP helps agents explore new paths for better learning.

Paul-Antoine Le Tolguenec, Yann Besse, Florent Teichteil-Koenigsbuch

2025-05-14T05:49:20+00:00 ― 7 min read

Image and Video Processing Improving Chest X-ray Diagnosis with Historical Data

A new approach enhances chest X-ray accuracy using patient history.

Haoxu Huang, Cem M. Deniz, Kyunghyun Cho

2025-05-14T05:04:16+00:00 ― 6 min read

Machine Learning Refining Traffic Flow Forecasting with REFOL

A new method improves traffic prediction and reduces congestion.

Qingxiang Liu, Sheng Sun, Yuxuan Liang

2025-05-14T04:33:20+00:00 ― 6 min read

Machine Learning Personalized Learning for Energy Load Forecasting

A new approach to predicting energy needs while keeping data private.

Ratun Rahman, Neeraj Kumar, Dinh C. Nguyen

2025-05-14T02:28:30+00:00 ― 7 min read

Machine Learning Learning with a One-Layer Transformer

This article explores how a simple transformer learns the one-nearest neighbor prediction method.

Zihao Li, Yuan Cao, Cheng Gao

2025-05-14T02:16:40+00:00 ― 7 min read

Quantitative Methods Understanding CRISPR and Gene Function

Learn how scientists study genes and the role of CRISPR in research.

Ethan Weinberger, Ryan Conrad, Tal Ashuach

2025-05-13T23:47:10+00:00 ― 6 min read

Machine Learning Turning Stone Waste into Valuable Resources

Recycling stone waste using machine learning for sustainable construction.

Usman Syed, Federico Cunico, Uzair Khan

2025-05-13T23:29:20+00:00 ― 6 min read

Robotics Smarter Drones through Neuromorphic Computing

Research improves drone efficiency and decision-making using neuromorphic systems.

Stein Stroobants, Christophe de Wagter, Guido C. H. E. De Croon

2025-05-13T22:38:40+00:00 ― 7 min read

Machine Learning Teaching Robots to Team Up with Humans

Creating smarter agents that adapt to human behavior in cooperative tasks.

Yancheng Liang, Daphne Chen, Abhishek Gupta

2025-05-13T22:13:20+00:00 ― 5 min read

Machine Learning Understanding Dynamic Systems with ICODEs

Learn how ICODEs enhance the study of dynamic systems through real-time inputs.

Zhaoyi Li, Wenjie Mei, Ke Yu

2025-05-13T21:48:00+00:00 ― 6 min read

Machine Learning Collaborative Optimization: Teamwork in Action

Discover how working together can lead to better outcomes in various fields.

Raed Al Kontar

2025-05-13T21:06:39+00:00 ― 7 min read

Machine Learning How Recommendation Systems Shape Our Choices

Explore how online recommendations influence what we watch and enjoy.

Prabhat Lankireddy, Jayakrishnan Nair, D Manjunath

2025-05-13T19:41:20+00:00 ― 7 min read

Machine Learning Knowledge Distillation: A New Approach in Machine Learning

Learn how knowledge distillation enhances machine learning model performance.

Pasan Dissanayake, Faisal Hamman, Barproda Halder

2025-05-13T18:26:08+00:00 ― 7 min read

Machine Learning Targeting Support: Who Truly Benefits?

A look at effective ways to help those in need.

Vibhhu Sharma, Bryan Wilder

2025-05-13T15:45:37+00:00 ― 7 min read

Trading and Market Microstructure Improving Microprice Estimation with Order Book Data

A new approach to estimate microprices using order book insights.

Christian D. Blakely

2025-05-13T13:18:30+00:00 ― 5 min read

Machine Learning Simplifying Big Data with Samplets

Learn how samplets help compress large datasets effectively.

Marcel Neugebauer

2025-05-13T13:05:06+00:00 ― 6 min read

Systems and Control Simplifying How Machines Learn

A new method helps systems learn efficiently and clearly.

Yejiang Yang, Zihao Mo, Weiming Xiang

2025-05-13T10:53:54+00:00 ― 5 min read

Machine Learning Advancements in Conditional Simulation Techniques

A new method improves how we generate and understand conditional distributions.

Ricardo Baptista, Aram-Alexandre Pooladian, Michael Brennan

2025-05-13T10:24:35+00:00 ― 8 min read

Machine Learning Addressing Weak Classes in Federated Learning

New methods tackle challenges in identifying weak classes within federated learning.

Xiaoyu Gan, Xizi Chen, Jingyang Zhu

2025-05-13T09:33:20+00:00 ― 7 min read

Machine Learning Schedule-Free Optimization: A New Approach

Discover how schedule-free optimization transforms machine learning efficiency.

Kwangjun Ahn, Gagik Magakyan, Ashok Cutkosky

2025-05-13T07:44:04+00:00 ― 6 min read

Computation and Language Babylon: A New Era for Drive-Thrus

Babylon improves drive-thru orders by understanding customer requests more accurately.

Mostafa Varzaneh, Pooja Voladoddi, Tanmay Bakshi

2025-05-13T07:01:20+00:00 ― 6 min read

Data Structures and Algorithms The Evolution of Language Generation

Discover how computers create sentences that mimic human speech.

Moses Charikar, Chirag Pabbaraju

2025-05-13T05:20:00+00:00 ― 6 min read

Machine Learning Introducing BALDUR: A New Approach to Medical Data

BALDUR helps make sense of complex medical data for better healthcare decisions.

Albert Belenguer-Llorens, Carlos Sevilla-Salcedo, Jussi Tohka

2025-05-13T05:03:33+00:00 ― 4 min read

Machine Learning Predicting Popular Hangout Spots

A new model helps find great places to visit next.

Ziyao Li, Shang-Ling Hsu, Cyrus Shahabi

2025-05-13T02:48:00+00:00 ― 5 min read

Machine Learning Understanding Outliers in Machine Learning Models

Learn how to identify and address prediction errors in machine learning.

Hiroshi Yokoyama, Ryusei Shingaki, Kaneharu Nishino

2025-05-13T02:23:02+00:00 ― 5 min read

Machine Learning Improving Machine Learning with Balanced Training Methods

A new training approach enhances model learning by mixing easy and hard examples.

Antonio Barbalau

2025-05-13T02:22:40+00:00 ― 6 min read

Computation and Language New Advances in Bengali Language Processing

Introducing BanglaEmbed models to enhance Bengali sentence understanding.

Muhammad Rafsan Kabir, Md. Mohibur Rahman Nabil, Mohammad Ashrafuzzaman Khan

2025-05-13T01:57:20+00:00 ― 5 min read

Computer Vision and Pattern Recognition Understanding Explainable AI: A New Approach

A fresh method for clearer AI decisions and explanations.

Won Jun Kim, Hyungjin Chung, Jaemin Kim

2025-05-13T01:32:00+00:00 ― 7 min read

Machine Learning Making Machine Learning Understandable

Explabox simplifies machine learning for everyone, ensuring transparency and fairness in AI models.

Marcel Robeer, Michiel Bron, Elize Herrewijnen

2025-05-13T00:41:20+00:00 ― 6 min read