Examining the impact of AI decision-making on groups and systemic outcomes.
― 6 min read
Computer Science - Machine Learning
RSSThis article addresses misalignment in AI's image-based predictions and proposes solutions.
― 7 min read
Examining how model compression affects defenses against adversarial attacks.
― 6 min read
Research shows AI can enhance fetal head circumference measurement accuracy.
― 5 min read
MarginMatch improves model training with high-quality pseudo-labels.
― 6 min read
Research highlights the limitations of transformer models with longer arithmetic inputs.
― 5 min read
A novel model analyzes brain signals to interpret visual stimuli effectively.
― 5 min read
IGNNet aims to provide clear explanations for machine learning predictions.
― 6 min read
New reactor designs improve mixing and heat transfer efficiency.
― 5 min read
Evaluating feature attribution methods through soundness and completeness for better AI predictions.
― 6 min read
VLSTMs enhance predictions of asset price volatility using flexible time scales.
― 5 min read
A framework to assess machine learning algorithms using Item Response Theory.
― 4 min read
Examining how adversarial attacks impact DeepReceiver in wireless communication systems.
― 6 min read
This article explores how sensor fusion enhances self-driving vehicle safety and efficiency.
― 4 min read
A novel approach enhances multi-objective decision-making for drones in dynamic environments.
― 5 min read
A method to find averages from varied user data without compromising privacy.
― 7 min read
This work focuses on robot learning in dynamic environments to enhance task performance.
― 8 min read
An overview of the Baird counterexample and the learning algorithms it impacts.
― 5 min read
Exploring how AI tools can assist healthcare professionals in making informed decisions.
― 6 min read
Learn how optimal decision trees enhance decision-making in critical fields.
― 5 min read
This article discusses advancements in mammography image analysis through deep learning techniques.
― 6 min read
New methods improve efficiency in solving complex partial differential equations.
― 5 min read
A new framework improves how recommendations align with user preferences.
― 4 min read
Analyzing methods to efficiently retrieve similar bug reports for developers.
― 5 min read
New methods enhance speech recognition across specific fields without extensive data.
― 6 min read
Advanced AI tools can be misused for creating malware, raising cybersecurity concerns.
― 5 min read
Synthetic data generation enhances privacy while enabling valuable data analysis.
― 8 min read
A new dataset highlights the creative interpretations of jazz pianists on classic standards.
― 5 min read
A new method improves lightweight object detectors using multiple teacher models.
― 6 min read
A new benchmark aims to reduce false information in healthcare applications of LLMs.
― 5 min read
Learn how uplift modeling impacts customer behavior and improves marketing effectiveness.
― 5 min read
A new method improves efficiency in discrete optimization using reinforcement learning.
― 6 min read
Exploring hidden vulnerabilities in machine learning models and potential countermeasures.
― 5 min read
A novel method to simplify complex data visualization.
― 6 min read
New approach streamlines data integration for enhanced research efficiency.
― 6 min read
This article examines weaknesses in test selection methods for deep learning systems.
― 9 min read
This framework combines fairness and robustness for responsible AI systems.
― 6 min read
Research highlights new ways to improve model defenses against adversarial attacks.
― 6 min read
A new method enhances anomaly detection for better software reliability.
― 6 min read
A new method improves 3D reconstruction from a single image while preserving learned shapes.
― 7 min read