Publications

Representative Papers

• The monotonicity of the Franz-Parisi potential is equivalent with Low-degree MMSE lower bounds
  

  • Kostantinos Tsirkas, Leda Wang, and Ilias Zadik

• On the Mechanism and Dynamics of Modular Addition: Fourier Features, Lottery Ticket, and Grokking
  

  • Jianliang He, Leda Wang, Siyu Chen, and Zhuoran Yang

• High-dimensional learning dynamics of multi-pass Stochastic Gradient Descent in multi-index models
  

  • Zhou Fan, and Leda Wang

• Inference in Randomized Least Squares and PCA via Normality of Quadratic Forms
  

  • Leda Wang, Zhixiang Zhang, and Edgar Dobriban

All Publications

• Understanding and Enhancing Mask-Based Pretraining towards Universal Representations.
  

  • Mingze Dong, Leda Wang, and Yuval Kluger