Computer Science - Machine Learning

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Machine Learning 1-Bit Neural Networks: A New Approach

1-bit models show great potential in machine learning efficiency and performance.

Majid Daliri, Zhao Song, Chiwun Yang

2025-06-01T02:36:54+00:00 ― 5 min read

Machine Learning New Insights into Molecular Dynamics Simulations

A fresh approach enhances our view of molecular interactions.

Fang Sun, Zijie Huang, Haixin Wang

2025-06-01T02:25:15+00:00 ― 6 min read

Instrumentation and Methods for Astrophysics Advancements in Analyzing Gravitational Lensing Data

Study shows improved predictions for galaxy lensing using neural networks.

Shrihan Agarwal, Aleksandra Ćiprijanović, Brian D. Nord

2025-06-01T02:15:39+00:00 ― 5 min read

Computation Advancements in Bayesian Computation with MLMC and GDMs

Combining MLMC and GDMs improves efficiency in complex problem-solving.

Abdul-Lateef Haji-Ali, Marcelo Pereyra, Luke Shaw

2025-06-01T02:11:08+00:00 ― 7 min read

Multiagent Systems The Art of Implicit Communication in Teamwork

Learn how agents use non-verbal hints to communicate effectively.

Han Wang, Binbin Chen, Tieying Zhang

2025-06-01T01:49:30+00:00 ― 7 min read

Geophysics Understanding Earthquake Damage Prediction in Turkey

A study on predicting potential earthquake damage in Turkey.

Shrey Shah, Alex Lin, Scott Lin

2025-06-01T01:36:24+00:00 ― 5 min read

Computation and Language The Quirks of Language Models: Errors and Insights

Exploring the odd mistakes made by large language models.

William F. Bradley

2025-06-01T01:33:42+00:00 ― 5 min read

Computation and Language Evaluating AI: The Garbling Trick Explained

A new method for testing language models using randomized text.

William F. Bradley

2025-06-01T01:25:48+00:00 ― 6 min read

Artificial Intelligence Teaching AI Through Intrinsic Motivation

An innovative approach to AI learning through self-driven skill development.

Erik M. Lintunen, Nadia M. Ady, Christian Guckelsberger

2025-06-01T01:02:06+00:00 ― 7 min read

Machine Learning Advancing Safe Decision-Making in Dynamic Systems

A method to optimize decisions while ensuring safety in changing environments.

Jialin Li, Marta Zagorowska, Giulia De Pasquale

2025-06-01T00:40:17+00:00 ― 6 min read

Machine Learning Aligning Language Models with Human Preferences

Research shows new methods to better align LLMs with human feedback.

Zichen Liu, Changyu Chen, Chao Du

2025-06-01T00:38:24+00:00 ― 6 min read

Machine Learning Harmonic Path Integral Diffusion: A New Sampling Method

Introducing H-PID, a method for efficient sampling from complex data distributions.

Hamidreza Behjoo, Michael Chertkov

2025-06-01T00:31:00+00:00 ― 4 min read

Machine Learning Enhancing Federated Learning by Detecting Anomalous Clients

A new method identifies problematic devices in federated learning to improve speed and security.

Dipanwita Thakur, Antonella Guzzo, Giancarlo Fortino

2025-06-01T00:30:30+00:00 ― 9 min read

Information Theory Resource Management in Semantic Communication Systems

A new method for efficient communication among multiple users using hypergame theory.

Christo Kurisummoottil Thomas, Walid Saad

2025-06-01T00:14:04+00:00 ― 5 min read

Machine Learning Advancements in Temporal Knowledge Graph Predictions

New methods improve event prediction in temporal knowledge graphs.

Yukun Cao, Lisheng Wang, Luobing Huang

2025-06-01T00:06:48+00:00 ― 7 min read

Information Retrieval FAME: A New Approach to Recommendations

FAME improves recommendation systems by recognizing diverse user preferences.

Mingrui Liu, Sixiao Zhang, Cheng Long

2025-05-31T23:51:00+00:00 ― 6 min read

Machine Learning Adapting Machine Learning Training for Bigger Models

Explores new methods for training larger machine learning models effectively.

Lechao Xiao

2025-05-31T23:40:56+00:00 ― 6 min read

Artificial Intelligence Understanding Online Relational Inference

A new framework to identify connections in real-time interactions.

Beomseok Kang, Priyabrata Saha, Sudarshan Sharma

2025-05-31T23:35:12+00:00 ― 5 min read

Human-Computer Interaction Keeping Your Thoughts Private with BCIs

New methods protect brain data in BCI technology.

Xiaoqing Chen, Siyang Li, Yunlu Tu

2025-05-31T22:55:42+00:00 ― 7 min read

Machine Learning Simplifying Contextual Bandits for Operators

A user-friendly tool for understanding contextual bandit systems.

Andrew Maher, Matia Gobbo, Lancelot Lachartre

2025-05-31T22:50:52+00:00 ― 6 min read

Artificial Intelligence Advancements in Learning from Demonstration for Robotics

A new approach reduces errors in robotic learning from human demonstrations.

Peter David Fagan, Subramanian Ramamoorthy

2025-05-31T22:31:35+00:00 ― 8 min read

Machine Learning Advancements in Table Data Management

A new method improves how companies handle and recommend similar table data.

Dayu Yang, Natawut Monaikul, Amanda Ding

2025-05-31T22:24:06+00:00 ― 9 min read

Cryptography and Security Defending Against DoS Attacks with Machine Learning

Learn how businesses can use ML to detect and prevent DoS attacks.

Paul Badu Yakubu, Evans Owusu, Lesther Santana

2025-05-31T22:16:12+00:00 ― 7 min read

Machine Learning Advancing Data Modeling with DrMMD Technique

A look into DrMMD and its application for better data distribution modeling.

Zonghao Chen, Aratrika Mustafi, Pierre Glaser

2025-05-31T22:00:48+00:00 ― 5 min read

Machine Learning Chatbot Safety and Sneaky Tricks

Discover how simple tweaks can trick chatbots into unexpected responses.

Jason Vega, Junsheng Huang, Gaokai Zhang

2025-05-31T21:44:36+00:00 ― 6 min read

Machine Learning Mixing Clean and Noisy Data for Better Results

Combining quality data with flawed data can yield impressive outcomes.

Giannis Daras, Yeshwanth Cherapanamjeri, Constantinos Daskalakis

2025-05-31T21:36:42+00:00 ― 5 min read

Machine Learning Advancements in Time-Series Forecasting Techniques

Learn how adaptive conformal inference improves multi-step predictions in forecasting.

Johan Hallberg Szabadváry

2025-05-31T21:10:44+00:00 ― 5 min read

Machine Learning Improving Simulation-Based Inference in Science

A method to enhance parameter estimation from simulations efficiently.

Manuel Gloeckler, Shoji Toyota, Kenji Fukumizu

2025-05-31T20:57:12+00:00 ― 5 min read

Computer Vision and Pattern Recognition Improving Breast Cancer Screening with Technology

Advancements in technology aim to boost breast cancer detection rates.

Edward Kendall, Paraham Hajishafiezahramini, Matthew Hamilton

2025-05-31T20:33:30+00:00 ― 8 min read

Computation and Language Improving Context Awareness in Language Models

Research shows ways to enhance context awareness in language models for better responses.

Yihan Wang, Andrew Bai, Nanyun Peng

2025-05-31T20:17:42+00:00 ― 5 min read

Machine Learning Addressing Bias in Language Models with FairICL

A new method aims to reduce bias in language models' predictions.

Karuna Bhaila, Minh-Hao Van, Kennedy Edemacu

2025-05-31T20:01:54+00:00 ― 9 min read

Cryptography and Security Improving Intrusion Detection with Visual Insights

Using visual tools to enhance detection of threats in networks.

Maraz Mia, Mir Mehedi A. Pritom, Tariqul Islam

2025-05-31T19:54:00+00:00 ― 7 min read

Computer Science and Game Theory The Dynamics of Generative AI Pricing

An overview of pricing strategies in generative AI and market competition.

Rafid Mahmood

2025-05-31T19:38:12+00:00 ― 9 min read

Machine Learning Understanding M-CELS: A Tool for Time Series Insights

M-CELS simplifies complex model explanations for time series data.

Peiyu Li, Omar Bahri, Soukaina Filali Boubrahimi

2025-05-31T19:22:24+00:00 ― 6 min read

Cryptography and Security Monitoring Insider Threats in Support Teams

A deep dive into tracking insider risks in support agent workflows.

Birkett Huber, Casper Neo, Keiran Sampson

2025-05-31T19:14:30+00:00 ― 7 min read

Computation and Language Activating Better Recall in AI Models

A look at activation steering for improving AI memory handling.

Atakan Seyitoğlu, Aleksei Kuvshinov, Leo Schwinn

2025-05-31T18:58:42+00:00 ― 7 min read

Artificial Intelligence The Rise of AI Assistants in Daily Life

AI is evolving to better assist and empower users in everyday tasks.

Vivek Myers, Evan Ellis, Sergey Levine

2025-05-31T18:42:54+00:00 ― 5 min read

Robotics Vocal Sandbox: A New Way to Teach Robots

Vocal Sandbox allows seamless collaboration between humans and robots through interactive learning.

Jennifer Grannen, Siddharth Karamcheti, Suvir Mirchandani

2025-05-31T18:27:06+00:00 ― 7 min read

Quantum Physics Gadget Reinforcement Learning: A New Approach for Quantum Circuits

A novel method enhances circuit building in quantum computing with better efficiency.

Akash Kundu, Leopoldo Sarra

2025-05-31T18:24:39+00:00 ― 7 min read

Machine Learning Lagrangian Neural Networks: Bridging Physics and Machine Learning

Discover how Lagrangian neural networks predict movement with real-world constraints.

Viviana Alejandra Diaz, Leandro Martin Salomone, Marcela Zuccalli

2025-05-31T18:08:57+00:00 ― 7 min read