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5 papers

q-fin.MF2026

Multi-Asset Liquidation in Dark Pools with Adverse Selection

Guanxing Fu, Johannes Ruf, Xiaomin Shi +1

The paper studies how to optimally liquidate a multi‑asset portfolio in dark pools when trades face quadratic adverse‑selection costs, using a multidimensional stochastic control f…

q-fin.MF2026

Cash-invariant hull representation of divergence preferences

Aleš Černý, Johannes Ruf, Martin Schweizer

Uniformly weighted divergence preferences (UWDP) introduced in Maccheroni et al. (2006) are an important class of risk-averse preferences that contain as a special case the monoton…

math.PR2026

On the integrability of the supremum of stochastic volatility models and other martingales

Stefan Gerhold, Julian Pachschwöll, Johannes Ruf

We propose a method to bound the expectation of the supremum of the price process in stochastic volatility models. It can be applied, for example, to the rough Bergomi model, avoid…

q-fin.PM2026

Dynamically optimal portfolios for monotone mean--variance preferences

Aleš Černý, Johannes Ruf, Martin Schweizer

Monotone mean-variance (MMV) utility is the minimal modification of the classical Markowitz utility that respects rational ordering of investment opportunities. This paper provides…

math.PR2025

Concentration inequalities for strong laws and laws of the iterated logarithm

Johannes Ruf, Ian Waudby-Smith

We derive concentration inequalities for sums of independent and identically distributed random variables that yield non-asymptotic generalizations of several strong laws of large…