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Hao Ni

Hao Ni

30 September 2026
Agentic AI for Quantitative Finance: From Verifiable Tasks to Time-Series Modelling
thomas cass

Thomas Cass

16 September 2026
Signature kernels: kernel tricks and two-parameter rough equations
foto arthur bizzi

Arthur Bizzi

24 June 2026
Neural Kolmogorov Equations: Scalable Learning of Stochastic Dynamics under General Noise
photo raeid saqur

Raeid Saqur

10 June 2026
Bridging Black-Scholes Implied-Volatility and Price Objectives via Differentiable Jäckel Operator And Deep Hedging using Mixture of Experts
jason rader

Jason Rader

10 June 2026
Multi-level Underflow in the Accumulation of Path Signatures in Floating-Point Arithmetic
2 luke thompson

Luke Thompson

03 June 2026
Learning Manifold and Itô Dynamics with Branched Neural Rough Differential Equations
francesco piatti resized

Francesco Piatti

27 May 2026
Structured Neural SDEs for Functional Calibration
wen su

Wen Su

27 May 2026
Path Regression via Signature
purba das

Purba Das

20 May 2026
Noise estimation of SDE from a single data trajectory
ben walker image

Ben Walker

13 May 2026
Linear Neural Controlled Differential Equations
photo compressee

Marie Scheid

13 May 2026
Financial time series : stylized facts and generation.
datasig pp

Alexandre Bloch

29 April 2026
The Exponentially Weighted Signature
1 torben berndt

Torben Berndt

22 April 2026
Permutation Equivariance in Graph Neural Controlled Differential Equations for Dynamic Graph Representation Learning
dmcbride

David McBride

15 April 2026
Universal Polynomial Representations of Graphical Data
martin geller

Martin Geller

15 April 2026
Towards a calculus on rough space
1 photo

Zijiu Lyu

08 April 2026
Policy Transfer for Continuous Time Reinforcement Learning: A (Rough) Differential Equation Approach
thymia at the scientific committee

A talk from one of our project partners - thymia

04 March 2026
Voice-Based Psychiatric Assessment in the Real World and the Case for Production-Aligned Speech Frontends
1 photo mihriban ceylan

Mihriban Ceylan

25 February 2026
Global universal approximation with Brownian signatures
sam morley

Sam Morley

04 February 2026
What lies ahead
ben walker image

Ben Walker

28 January 2026
Advances in Neural Controlled Differential Equations
1 federico danieli

Federico Danieli

17 December 2025
ParaRNN: Unlocking Parallel Training of Nonlinear RNNs for Large Language Models
1 leonard schmitz

Leonard Schmitz

10 December 2025
Learning barycenters from signature matrices
1 qijin shi

Qijin Shi

26 November 2025
From Rough Paths to No-Free-Lunch: Classification of Unbiased Rough Integrators
1 zhengyang geng

Zhengyang Geng

19 November 2025
Mean Flows for One-Step Generative Modeling