The work
behind the questions.

The Distributional View of Knowledge Distillation

Gordei Verbii, Juho Lee

arXiv:2608.15215

One Inverse Step is a Convex Program: Bayes-Limit Calibration of Diffusion Inversion

Gordei Verbii

arXiv:2608.23094

Earlier version: Extracting Local Manifold Geometry from Pretrained Diffusion Models in One Inverse Step ↗ · ICML 2026 SPIGM Workshop; KDD 2026 GALOP Workshop

Rough Paths to Certified Reliability

Gordei Verbii

KDD 2026 RelSciFM Workshop

Domain-constrained Knowledge Accumulates Flashes of Insight through Contradictions at the Border of Domains

Gordei Verbii

AI4Sci Korea 2026

FiGLi: Finsler Gauge on Lie Algebra for Guiding Vector Fields

Gordei Verbii, Kirill Bunin

IEEE CRC 2026

CayleyPy RL: Pathfinding and Reinforcement Learning on Cayley Graphs

A. Chervov, M. Obozov, A. Soibelman, S. Lytkin, I. Kiselev, S. Fironov, A. Lukyanenko, A. Dolgorukova, A. Ogurtsov, F. Petrov, S. Krymskii, M. Evseev, L. Grunvald, D. Gorodkov, G. Antiufeev, G. Verbii, V. Zamkovoy, L. Cheldieva, I. Koltsov, A. Sychev, A. Eliseev, S. Nikolenko, N. Narynbaev, R. Turtayev, N. Rokotyan, S. Kovalev, A. Rozanov, V. Nelin, S. Ermilov, L. Shishina, D. Mamayeva, A. Korolkova, K. Khoruzhii, A. Romanov

Advances in Theoretical and Mathematical Physics 30(1), 211–269

Cohomological Consistency in Modular Soft Robot Networks

Gordei Verbii

RoboSoft 2026

Spectral Fingerprinting of Deformable Bodies: Laplace–Beltrami Invariants for Soft Robot State Estimation

Gordei Verbii

RoboSoft 2026

Persistent Homology for Topological Classification of Soft Robot Deformation Modes

Gordei Verbii

RoboSoft 2026

Microlocal Observability: Wave Front Analysis for Vibration Control in Soft Structures

Gordei Verbii

RoboSoft 2026

Information-Geometric Control: Natural Gradient Methods for Adaptive Soft Robot Learning

Gordei Verbii

RoboSoft 2026

Physics-Informed Neural Operators for Closed-Loop Magnetic Swarm Control of Soft Robots

Gordei Verbii

RoboSoft 2026

Multi-Fidelity Robotic Co-Design via the Refinement Limit

Gordei Verbii, Kirill Bunin, Ilya Starikov

RSS 2026 Lab-to-Production Workshop: Toward Industrial-Grade Perception and Manipulation

Hidden Markov Models with Memory and Multi-Criteria Queue Optimization for Mining Fleet Management

Gordei Verbii and coauthors

Lomonosov Readings 2026 (Mechanics), Lomonosov MSU

The Stiefel–Procrustes Bridge: Differential Geometric Framework for Smooth Robot Locomotion–Manipulation Transitions

Gordei Verbii

IROS 2025 PPNIV Workshop

Swarm Control via ODE-Driven Optimal Transport–Based Renormalization Group Flow

Gordei Verbii

IROS 2025

Voronoi-Based Multi-Robot Autonomous Exploration in Unknown Environments via Randomized SOM-Based Q-Learning

Gordei Verbii

IROS 2025

Optimal Stopping via Martingale Rainbow Deep Q-Learning: Risk-Sensitive Financial Decision-Making

G. Verbii, G. Kilinkarov, M. Sokolovskii, D. Goryunov, V. Yafarov

ICAIF 2025 AI Meets Quantitative Finance Workshop

Self-Organizing Maps for Spatiotemporal Analysis of SSVI Vol. Surface Regimes

G. Verbii, M. Sokolovskii, G. Kilinkarov, D. Goryunov, V. Yafarov

ICAIF 2025 AI Meets Quantitative Finance Workshop

Optimal Recovery Meets Bayesian Learning: Where Worst-Case Bounds Pay Off

Gordei Verbii