Annie Marsden

1. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
   2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1431 citations
   Computer Science · #cs.CL #cs.AI
2. Efficient Convex Optimization Requires Superlinear Memory
   2022/03/29 by Annie Marsden, Marsden, Annie, Vatsal Sharan +5 · 2 citations
   Computer Science · Mathematics · #Advanced Optimization Algorithms Research #Complexity and Algorithms in Graphs #Computational Complexity (cs.CC) #Computational Geometry and Mesh Generation #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
3. Big-Step-Little-Step: Efficient Gradient Methods for Objectives with Multiple Scales
   2021/11/04 by Jonathan A. Kelner, Annie Marsden, Kelner, Jonathan +9 · 1 citation
   Computer Science · Engineering · Mathematics · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference #Stochastic Gradient Optimization Techniques
4. Universal Sequence Preconditioning
   2025/02/10 by Annie Marsden, Marsden, Annie, Elad Hazan +1 · 2 citations
   Computer Science · Engineering · #Gaussian Processes and Bayesian Inference #Control Systems and Identification #Neural Networks and Applications