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A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

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48 results for Hessian estimator

New Hessian estimates for heat equations on manifolds.

problem Estimating Hessian matrices for heat-type equations on Riemannian manifolds.
method Using Bismut-Stroock Hessian formula, with explicit coefficients and delay/growth rate functions.
result Novel backward weak Harnack inequality and precise pointwise Hessian estimates for eigenfunctions.

New Hessian estimators for Riemannian manifolds with reduced bias.

problem Estimating Hessians on Riemannian manifolds with reduced bias and computational efficiency.
method Introducing new stochastic zeroth-order Hessian estimators using O(1)O(1) function evaluations.
result Achieved a bias bound of order O(γδ2)O(γδ^2) for analytic real-valued functions.

Paper establishes LL^{\infty} estimates for complex Monge-Ampere and Hessian equations.

problem Estimating solutions to complex Monge-Ampere and Hessian equations.
method Uses PDE techniques similar to Phong et al to prove LL^{\infty} and Hölder estimates.
result Establishes LL^{\infty} estimates for both complex Monge-Ampere and Hessian equations.

New method shows Hessian estimator from random samples converges to true Hessian on complex manifolds.

problem Uncertainty in Hessian estimator accuracy on complex manifolds with boundaries and nonuniform sampling.
method Locally fitting quadratic polynomials, rigorous theoretical analysis under mild conditions.
result The Hessian estimator asymptotically converges to the true Hessian, even near boundaries.

Paper derives estimates for complex Hessian equations on Hermitian manifolds.

problem Estimating solutions to complex Hessian equations on Hermitian manifolds.
method Derives second order estimates for solutions in a specific cone.
result Establishes second order estimates for solutions in Γk+1Γ_{k+1} cone.

The paper proves Hessian estimates for specific geometric flows.

problem Proving interior Hessian estimates for specific geometric flows.
method Proved interior Hessian estimates for shrinkers, expanders, translators, and rotators of the Lagrangian mean curvature flow.
result Extended results to a broader class of Lagrangian mean curvature type equations.

New proof of LL^\infty estimates for Monge-Ampère and Hessian equations on nef classes.

problem Estimating solutions to Monge-Ampère and Hessian equations on nef classes.
method Applying PDE approach to Kähler manifolds to nef classes.
result New proofs of estimates for Monge-Ampère and Hessian equations.

New proof for stability estimates in complex equations without pluripotential theory.

problem Stability estimates for complex Monge-Ampère and Hessian equations.
method New proof using general degenerations of background metrics.
result Uniform stability estimates for both equations under various degenerations.

The paper derives new gradient and Hessian estimates for nonlinear parabolic equations.

problem Estimating solutions to nonlinear weighted parabolic equations.
method Derives Li-Yau and Hamilton type gradient estimates, and Hessian estimates.
result New gradient and Hessian estimates for positive solutions of nonlinear parabolic equations.

The note provides uniform estimates for complex Hessian equations on compact Hermitian manifolds.

problem Uniform estimates for solutions to degenerate complex Hessian equations on compact Hermitian manifolds.
method The approach relies on corresponding a priori estimates for Monge-Ampère equations.
result Extension and short alternative proof of results for complex Hessian equations.

Paper doubles Hessian estimates for special Lagrangian equation with constraints.

problem Estimating Hessian for special Lagrangian equation under general phase constraints.
method Doubling argument, Alexandrov-type theorems.
result Established Hessian estimates for special Lagrangian equation.

Study C2\mathrm{C}^2 estimates for pp-Hessian equations on closed manifolds.

problem Estimating solutions to pp-Hessian equations on closed Riemannian manifolds.
method Introducing pseudo-solutions to generalize C\mathcal{C}-subsolution and proving C1\mathrm{C}^1 and C2\mathrm{C}^2 estimates.
result Proves C2\mathrm{C}^2 estimates for general pp-Hessian equations on closed manifolds under sharp conditions.

Interior C2C^{2} estimates for sum Hessian quotient equations on Riemannian manifolds

problem Interior C2C^{2} estimates for sum Hessian quotient equations on Riemannian manifolds
method Interior C2C^{2} estimates for sum Hessian quotient equations on Riemannian manifolds
result Interior C2C^{2} estimates at the center of a geodesic ball

New algorithms estimate Hessians using random directions for faster stochastic optimization.

problem Efficiently estimating Hessians for stochastic optimization.
method Generalized Hessian estimators using random directions and noisy function measurements.
result Asymptotically unbiased estimators with lower bias for more measurements.

Paper develops efficient methods for estimating Hessian inverses in stochastic optimization.

problem Estimating the inverse Hessian for convex function minimization.
method Robbins-Monro procedure for recursive estimation of the inverse Hessian.
result Develops universal stochastic Newton methods with improved efficiency.

The paper establishes Pogorelov type estimates for solutions to Hessian quotient equations in hyperbolic space.

problem Estimating solutions to Hessian quotient equations in Lorentz-Minkowski space.
method Using a priori estimates, the paper establishes Pogorelov type estimates for k-convex solutions.
result Pogorelov type estimates for k-convex solutions to Hessian quotient equations in hyperbolic space.

Study on existence and properties of continuous solutions to complex Hessian equations.

problem Existence and properties of continuous solutions to complex Hessian equations.
method Established new capacity estimates and weak stability estimates for the mm-Hessian measure.
result Existence of continuous solutions to the complex Hessian equation under certain conditions.

In this work we develop Curvature Propagation (CP), a general technique for efficiently computing unbiased approximations of the Hessian of any function that is computed using a computational graph. At the cost of roughly two gradient evaluations, CP can give a rank-1 approximation of the whole Hessian, and can be repe…

2012-06-27abs ↗pdf ↗

Study proves estimate for Hessian quotient equations on 2D Riemannian manifolds.

problem Problems posed by Delanoë and Urbas related to Hessian quotient equations.
method Maximum principle argument and new test function introduced to prove estimate.
result Unobstructed second order a priori estimate for real Hessian quotient equation in 2D.

Develops new strategy for Hessian estimates in Lagrangian mean curvature equation.

problem Interior Hessian estimates for solutions with prescribed Lipschitz phases.
method Allard-type regularity theorem, geometric measure theory, geometry of Lagrangian graphs, De Giorgi-Nash-Moser iteration.
result Sharp interior Hessian estimates for solutions with critical and supercritical phases.

The study finds continuous solutions to complex Hessian equations on compact Hermitian manifolds.

problem Finding continuous solutions to complex Hessian equations on compact Hermitian manifolds.
method Deriving an LL^\infty-estimate for bounded solutions to the complex mm-th Hessian equations on compact Hermitian manifolds, assuming a positive right-hand side in the Orlicz space Lnm(logL)n(hloglogL)nL^{\frac{n}{m}}(\log L)^n(h\circ\log \circ \log L)^n.
result Establishing the existence of continuous solutions to the complex Hessian equation under the prescribed assumptions.

Characterizes complex Hessian equations for bounded energy functions.

problem Understanding degenerate complex Hessian equations for bounded energy functions.
method Proving sublevel set estimates and using Sobolev inequalities.
result Characterization of degenerate complex Hessian equations for bounded (p,m)(p,m)-energy functions.

Adapts PDE method to prove LL^\infty estimates for complex Hessian equations.

problem Proving LL^\infty estimates for complex Hessian equations on transverse Kähler manifolds.
method Adapts PDE approach of Guo-Phong-Tong and Guo-Phong-Tong-Wang [17, 18].
result Obtains LL^\infty estimate for transverse complex Monge-Ampère equations.