Matthew Trager
- Algebra Unveils Deep Learning -- An Invitation to Neuroalgebraic Geometry
2025/01/31 by Giovanni Luca Marchetti, Vahid Shahverdi, Marchetti, Giovanni Luca +7 · 2 voices · 4 citations
Mathematics · Social Sciences · #History and Theory of Mathematics #Mathematics Education and Teaching Techniques #Mathematics and Applications
- Pure and Spurious Critical Points: a Geometric Study of Linear Networks
2019/10/03 by Matthew Trager, Kathlén Kohn, Trager, Matthew +3 · 4 citations
Mathematics · #Advanced Differential Equations and Dynamical Systems #Algebraic Geometry (math.AG) #FOS: Computer and information sciences #FOS: Mathematics #Graph theory and applications #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods
- Gradient Dynamics of Shallow Univariate ReLU Networks
2019/06/18 by Francis Williams, Matthew Trager, Williams, Francis +9 · 5 citations
Computer Science · Engineering · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Numerical methods in engineering #Stochastic Gradient Optimization Techniques
- B'MOJO: Hybrid State Space Realizations of Foundation Models with Eidetic and Fading Memory
2024/07/08 by Luca Zancato, Zancato, Luca, Arjun Seshadri +15 · 7 citations
Engineering · #Modular Robots and Swarm Intelligence
- Meaning Representations from Trajectories in Autoregressive Models
2023/10/23 by Tian Yu Liu, Liu, Tian Yu, Matthew Trager +9 · 3 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
- NeRF-Insert: 3D Local Editing with Multimodal Control Signals
2024/04/30 by Benet Oriol Sàbat, Alessandro Achille, Sabat, Benet Oriol +5 · 1 citation
Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Modular Robots and Swarm Intelligence