Research

• [arXiv]

  Dual dynamic programming for stochastic programs over an infinite horizon

  
  Caleb Ju and Guanghui Lan
  Pre-print
• [arXiv]

  A model-free first-order method for linear quadratic regulator with Õ(1/ε) sampling complexity

  
  Caleb Ju, Georgios Kotsalis, Guanghui Lan
  Pre-print
• Efficient parallel implementation of the multiplicative weight update method for graph-based linear programs

  
  Caleb Ju, Serif Yesil, Mengyuan Sun, Chandra Chekuri, Edgar Solomonik
  Pre-print (not yet released)
• [arXiv]

  Implicit regularization of Bregman proximal point algorithm and mirror descent on separable data

  
  Yan Li, Caleb Ju, Ethan X. Fang, Tuo Zhao
  Pre-print
• [arXiv]

  Communication lower bounds for nested bilinear algorithms

  
  Caleb Ju*, Yifan Zhang*, Edgar Solomonik
  Under submission with major revisions
• [SIAM] [arXiv] [code]

  Derivation and analysis of fast bilinear algorithms for convolution

  
  Caleb Ju and Edgar Solomonik
  SIREV

*Equal contribution