Latest Research in Statistics Theory

40 research papers · 2026 median publication year

Top Research Topics in Statistics Theory

Highest-Cited Papers

  1. A Class of Invariant Programming Problems: A Convexity-Free and KKT-Independent Framework for Optimality
  2. A Class of Zulfia Programming via KKT Conditions Without Assumptions
  3. Convergence in distribution of the P-P process in $L^1[0,1]$
  4. Markov Cell Processes
  5. The Unified Separation Condition: A General Constraint Qualification for Smooth and Nonsmooth Optimization
  6. A proximal augmented Lagrangian method for nonconvex optimization with equality and inequality constraints
  7. Norm-Cone Conjugation for Nonconvex Optimization: Scalar Duality and Exact Distance Penalization
  8. Absorbing markov decision processes: geometric properties and sufficiency of finite mixtures of deterministic policies
  9. Berry–Esseen Type Estimates for Standardized Martingales
  10. Resolvable Fourier Degree and Minimax Estimation on theBoolean Hypercube
  11. Unifying Variational View of Accelerated Primal-Dual Methods
  12. Stochastic Krasnoselskii-Mann Iterations: Convergence without Uniformly Bounded Variance
  13. Third-Order Newton Methods with Semidefinite Programming
  14. Higher-order expansions of sample extremal quotient from skew-normal distribution
  15. Accelerated Frank-Wolfe Algorithms: Complementarity Conditions and Sparsity
  16. Learning-Enhanced Composite DNA Data Storage Under Sampling Randomness and IDS Errors
  17. Statistical Inference for Additive Monotone Models under the Fixed Lattice Design
  18. Rank-Adaptive and Linearly Convergent Frank--Wolfe Method over Spectrahedron via Nonconvex Oracle
  19. A new randomized CholeskyQR based on LU decomposition with partial pivoting
  20. Markov Chain CLTs: Resolving Open Problems
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L3 Region - - 2026 Sep Q3

Statistics Theory

40 papers

Top Topics (10)

Optimization and Control17
Statistics Theory5
Information Theory4
Probability3
Optimization and Variational Analysis2
Bayesian Modeling and Causal Inference1
Advanced Queuing Theory Analysis1
Statistical Methods and Inference1
Statistical Distribution Estimation and Applications1
Numerical Analysis1

Top Publications (20)

1.A Class of Invariant Programming Problems: A Convexity-Free and KKT-Independent Framework for Optimality2.A Class of Zulfia Programming via KKT Conditions Without Assumptions3.Convergence in distribution of the P-P process in $L^1[0,1]$4.Markov Cell Processes5.The Unified Separation Condition: A General Constraint Qualification for Smooth and Nonsmooth Optimization6.A proximal augmented Lagrangian method for nonconvex optimization with equality and inequality constraints7.Norm-Cone Conjugation for Nonconvex Optimization: Scalar Duality and Exact Distance Penalization8.Absorbing markov decision processes: geometric properties and sufficiency of finite mixtures of deterministic policies9.Berry–Esseen Type Estimates for Standardized Martingales10.Resolvable Fourier Degree and Minimax Estimation on theBoolean Hypercube11.Unifying Variational View of Accelerated Primal-Dual Methods12.Stochastic Krasnoselskii-Mann Iterations: Convergence without Uniformly Bounded Variance13.Third-Order Newton Methods with Semidefinite Programming14.Higher-order expansions of sample extremal quotient from skew-normal distribution15.Accelerated Frank-Wolfe Algorithms: Complementarity Conditions and Sparsity16.Learning-Enhanced Composite DNA Data Storage Under Sampling Randomness and IDS Errors17.Statistical Inference for Additive Monotone Models under the Fixed Lattice Design18.Rank-Adaptive and Linearly Convergent Frank--Wolfe Method over Spectrahedron via Nonconvex Oracle19.A new randomized CholeskyQR based on LU decomposition with partial pivoting20.Markov Chain CLTs: Resolving Open Problems
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