### 10th World Congress in Probability and Statistics

## Organized Contributed Session (live Q&A at Track 3, 10:30PM KST)

## Random Conformal Geometry and Related Fields (Organizer: Nam-Gyu Kang)

### Loewner dynamics for the multiple SLE(0) process

Tom Alberts (The University of Utah)

### Conformal field theory for annulus SLE

Sung-Soo Byun (Seoul National University)

### Convergence of martingale observables in the massive FK-Ising model

S. C. Park (Korea Institute of Advanced Study)

### Boundary Minkowski content of multi-force-point SLE$_\kappa(\underline\rho)$ curves

Dapeng Zhan (Michigan State University)

### Q&A for Organized Contributed Session 10

###### Session Chair

Nam-Gyu Kang (Korea Institute for Advanced Study)

## Stochastic Adaptive Optimization Algorithms and their Applications to Neural Networks (Organizer: Miklos Rasonyi & Sotirios Sabanis)

### An adaptive strong order 1 method for SDEs with discontinuous drift coefficient

Larisa Yaroslavtseva (University of Passau)

The talk is based on joint work with Thomas Müller-Gronbach (University of Passau).

References

[1]. T. Müller-Gronbach, L. Yaroslavtseva. Sharp lower error bounds for strong approximation of SDEs with discontinuous drift coefficient by coupling of noise. arXiv:2010.00915.

### Nonconvex optimization via TUSLA with discontinuous updating

Ying Zhang (Nanyang Technological University)

### Approximation of stochastic equations with irregular drifts

Konstantinos Dareiotis (University of Leeds)

This talk is based on joint works with Oleg Butkovsky, Khoa Lê, and Máté Gerencsér.

### Neural SDEs: deep generative models in the diffusion limit

Maxim Raginsky (University of Illinois at Urbana-Champaign)

### Diffusion approximations and control variates for MCMC

Eric Moulines (Ecole Polytechnique)

### Q&A for Organized Contributed Session 30

###### Session Chair

Sotirios Sabanis (University of Edinburgh)