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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.

168,695 papers · 148 categories

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48 results for Contraction Theory

Fair insurance contracts are designed to handle default risk using cooperative game theory.

problem Designing fair insurance contracts in the presence of default risk.
method Cooperative game theory to specify premiums and participation in benefit.
result Fair benefit participation emerges as a game outcome involving residual risks.

Optimal contracts help principals delegate data collection in decentralized ML.

problem Dealing with information asymmetries in decentralized ML.
method Design of optimal and near-optimal contracts addressing uncertainty in model quality and performance.
result Simple linear contracts achieve 1-1/e fraction of optimal utility.

The paper analyzes game theory in convertible contracts during liquidity events.

problem Optimizing payments in convertible contracts during liquidity events.
method Defined a general model for games, showed non-existence of pure strategy Nash equilibria, developed algorithms for computing equilibria.
result Optimum pure strategy Nash equilibria exist when all contracts are of the same type (SAFE).

The paper develops a theory of conformal density at infinity for groups with contracting elements.

problem Understanding conformal dynamics at infinity for groups with contracting elements.
method Introducing a class of convergence boundary and establishing the basic theory of conformal density on it.
result Unified theory of conformal density on various boundaries for different types of groups.

We propose a general notion of algebraic gauge theory obtained via extracting the main properties of classical gauge theory. Building on a recent work on transferring curved AA_{\infty}-structures we show that, under certain technical conditions, algebraic gauge theories can be transferred along chain contractions. Sp…

2014-11-25abs ↗pdf ↗

In this paper, we combine modern portfolio theory and option pricing theory so that a trader who takes a position in a European option contract and the underlying assets can construct an optimal portfolio such that at the moment of the contract's maturity the contract is perfectly hedged. We derive both the optimal hol…

2020-01-03abs ↗pdf ↗

LDP is equivalent to contraction of E_γ-divergence, impacting privacy and utility.

problem Analyzing trade-offs between privacy and utility in estimation problems.
method Equivalence of LDP constraints to contraction coefficients of E_γ-divergence, using f-divergences and estimation-theoretic tools.
result LDP guarantees can be expressed in terms of contraction coefficients of arbitrary f-divergences.

Study variance-reduced method for estimating fixed points in Banach spaces.

problem Estimating fixed points of contractive operators in Banach spaces with noisy evaluations.
method Variance-reduced stochastic approximation scheme in Banach spaces.
result Establish non-asymptotic bounds for operator defect and estimation error.

In principal-agent models, a principal offers a contract to an agent to perform a certain task. The agent exerts a level of effort that maximizes her utility. The principal is oblivious to the agent's chosen level of effort, and conditions her wage only on possible outcomes. In this work, we consider a model in which t…

2018-11-16abs ↗pdf ↗

This paper explores how insurance contracts can be traded in financial markets.

problem The exclusion of arbitrage in insurance contracts due to their non-tradability.
method Defining strategies on insurance portfolios and combining them with financial trading strategies.
result The existence of an insurance-finance-consistent probability, leading to the expected discounted cash-flows.

The paper proves scalar curvature decay for uniformly contractible manifolds with finite asymptotic dimension.

problem Proving decay of scalar curvature for uniformly contractible manifolds with finite asymptotic dimension.
method Using index pairing between Dirac operators and compactly supported vector bundles with Lipschitz control, and Lipschitz control for topological K-theory of finite dimensional simplicial complexes.
result The scalar curvature decays to zero at a rate depending only on the contractibility radius and the diameter control of the asymptotic dimension.

In this paper we consider some insurance policies related to drawdown and drawup events of log-returns for an underlying asset modeled by a spectrally negative geometric Lévy process. We consider four contracts, three of which were introduced in Zhang et al. (2013) for a geometric Brownian motion. The first one is an i…

2017-01-07abs ↗pdf ↗

Gabai showed that the Whitehead manifold is the union of two submanifolds each of which is homeomorphic to R3\mathbb R^3 and whose intersection is again homeomorphic to R3\mathbb R^3. Using a family of generalizations of the Whitehead Link, we show that there are uncountably many contractible 3-manifolds with this doub…

2017-11-14abs ↗pdf ↗

Researchers prove spaces of positive scalar curvature metrics are contractible with symmetry.

problem Contractibility of spaces of invariant positive scalar curvature metrics.
method Combining equivariant Morse theory with conformal deformations and local flexibility properties.
result Spaces of invariant positive scalar curvature metrics are contractible.

Analyzes complex structure deformations using cohomology contraction methods.

problem Deforming complex structures and identifying obstructions.
method Refined power series method for (p,q)(p,q)-forms and complex structures, using Frölicher spectral sequence.
result All obstruction classes lie in the kernel of contraction maps under natural vanishing conditions.

The paper shows how contracting elements in groups lead to large quotients with specific growth rates.

problem Understanding the growth rates of group actions with contracting elements.
method Using extension lemma, rotating families theory, and quasi-tree construction.
result There exist sequences of quotient groups with growth rates approaching the original group's growth rate.

We consider a contracting problem in which a principal hires an agent to manage a risky project. When the agent chooses volatility components of the output process and the principal observes the output continuously, the principal can compute the quadratic variation of the output, but not the individual components. This…

2014-06-23abs ↗pdf ↗

Study loan contracts in DLPs using derivatives pricing and neural networks.

problem Optimizing and hedging risks in decentralized lending contracts.
method Derivatives pricing theory, deep neural networks, and statistical arbitrage.
result Developed a method to hedge risks in lending contracts and exploit arbitrage opportunities.

In this paper, we prove that for every irreversible Finsler nn-dimensional real projective space (RPn,F)(\mathbb{R}P^n,F) with reversibility λλ and flag curvature KK satisfying 169(λ1+λ)2<K1\frac{16}{9}\left(\fracλ{1+λ}\right)^2<K\le 1 with λ<3λ<3, there exist at least n1n-1 non-contractible closed geodesics. In addition, if the met…

2016-05-24abs ↗pdf ↗

We will show that for a polynomially contractible manifold of bounded geometry and of polynomial volume growth every coarse and rough cohomology class pairs continuously with the K-theory of the uniform Roe algebra. As an application we will discuss non-vanishing of rough index classes of Dirac operators over such mani…

2015-05-15abs ↗pdf ↗

We study EγE_γ-divergence contraction and its privacy implications.

problem Analyzing privacy in data processing and algorithms.
method Generalizing Dobrushin's coefficient to EγE_γ-divergence and deriving contraction coefficients.
result Local differential privacy can be expressed in terms of EγE_γ-divergence contraction, leading to precise sample size reductions.

The paper solves an insurance problem using mean-variance and rank-dependent utility theory.

problem Formulating and solving an insurance problem with rank-dependent utility and mean-variance premium principle.
method Formulated as a non-concave maximization problem, then turned into a concave quantile optimization problem, solved using calculus of variations.
result An optimal insurance contract is derived and numerically computed.

This paper extends Lie algebra contractions to infinite-dimensional spaces for better understanding of group limits.

problem Understanding group limits through Lie algebra contractions, especially in infinite-dimensional settings.
method Using infinite-dimensional Lie algebras and their integration theory, the paper constructs Lie group expansions.
result Explicit descriptions of Lie groups in elementary terms, including applications to Newtonian gravity.

In the paper [Probab. Theory Relat. Fields, 100 (1994) 417-428] Xue-Mei Li has shown that the moment stability of an SDE is closely connected with the topology of the underlying manifold. In particular, she gave sufficient condition on SDE on a manifold MM under which the fundamental group π1M=0π_1 M=0. We prove that in …

2011-10-31abs ↗pdf ↗

The paper analyzes reinsurance strategies in peer-to-peer insurance schemes.

problem Strategic interaction between plan managers and reinsurers in P2P insurance.
method Develops two game-theoretic contract designs: Pareto and Bowley designs, deriving optimal contracts and analyzing their welfare effects.
result The Bowley design yields a unique optimal contract, while the Pareto design allows for multiple Pareto-optimal contracts.

Bayesian nonparametric models get better posterior estimates via SPDE methods.

problem Estimating posterior distributions in nonparametric Bayesian models.
method Extending diffusion methods to SPDEs on Hilbert spaces for posterior contraction and Laplace approximation.
result Derivation of posterior contraction rates and finite-sample Bernstein von Mises results.

Bayesian analysis shows unlabeled data improve graph-based semi-supervised learning.

problem Improving semi-supervised learning with limited labeled data.
method Bayesian nonparametric approach using unlabeled data for graph-based learning.
result Posterior contracts optimally around the truth with sufficient unlabeled data.

We investigate families of Legendrian submanifolds of 1-jet spaces by developing and applying a theory of families of generating family homologies. This theory allows us to detect an infinite family of loops of Legendrian n-spheres embedded in the standard contact (2n+1)-space (for n>1) that are contractible in the smo…

2013-11-03abs ↗pdf ↗

The paper explores coalescent contractions in contractible spaces, providing criteria and examples.

problem Existence and absence of coalescent contractions in contractible spaces.
method Analysis of contractible finite simplicial complexes and criteria for coalescent contractions.
result Criteria for contractible finite simplicial complexes that ensure no coalescent contractions.

We use the theory of coherent measures to look at the problem of surplus sharing in an insurance business. The surplus share of an insured is calculated by the surplus premium in the contract. The theory of coherent risk measures and the resulting capital allocation gives a way to divide the surplus between the insured…

2018-10-28abs ↗pdf ↗