Alexey Zaytsev
7 papers · 2017–2026 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (8) π Cross-Pollinator (7)
πΊοΈ
Taxonomy Completionist
(16)
π£
Hot Topic Early Bird
Conferences
ACL (2)
AISTATS (2)
EACL (2)
WACV (1)
Top co-authors
Keywords
large language model
(2)
transformer architecture
(1)
neural tangent kernel
(1)
ensemble learning
(1)
epistemic uncertainty
(1)
medical imaging
(1)
knowledge distillation
(1)
multimodal learning
(1)
minimax optimization
(1)
reinforcement learning from human feedback
(1)
gaussian process regression
(1)
weight sharing
(1)
tool use
(1)
supervised fine-tuning
(1)
uncertainty estimation
(1)
retrieval-augmented generation
(1)
hallucination detection
(1)
aleatoric uncertainty
(1)
gradient descent dynamics
(1)
embedded ensemble
(1)
Papers
Complexity-aware fine-tuning
EACL 2026
Hallucination Detection in LLMs with Topological Divergence on Attention Graphs
ACL 2026
From Standard Transformers to Modern LLMs: Bringing Dialogue Models, RAG, and Agents to the Classroom
EACL 2026
Improving Uncertainty Estimation with Confidence-Aware Training Data
WACV 2025
Industry vs Academia: Running a Course on Transformers in Two Setups
ACL 2024
Embedded Ensembles: infinite width limit and operating regimes
AISTATS 2022
Minimax Approach to Variable Fidelity Data Interpolation
AISTATS 2017