Deniz Erdogmus
15 papers · 2006–2026 · 10 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (20) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (10) 🐝 Cross-Pollinator (14)
🌍
Conference Polyglot
(10)
🏃
Academic Marathon
(20)
🧭
Keyword Pioneer
🧬
Topic Evolution
🏆
Keyword Champion
🗃️
Keyword Collector
(59)
💎
Century Club
(15)
🔥
Unstoppable
(6)
🚀
Conference Pioneer
Conferences
AISTATS (3)
AAAI (2)
ICLR (2)
JMLR (2)
ACL (1)
ACML (1)
IJCAI (1)
MIDL (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
plackett-luce model
(3)
alternating direction method of multiplier
(3)
active learning
(2)
spectral algorithm
(2)
image classification
(1)
manifold learning
(1)
dimensionality reduction
(1)
data transformation
(1)
learning theory
(1)
variational inference
(1)
bayesian inference
(1)
neural network optimization
(1)
brain-computer interface
(1)
parzen windowing
(1)
system identification
(1)
maximum entropy
(1)
fisher information
(1)
partially observable markov decision process
(1)
state estimation
(1)
asymptotic analysis
(1)
Papers
SSplain: Sparse and Smooth Explainer for Retinopathy of Prematurity Classification
WACV 2026
Learning Physics Informed Neural ODEs with Partial Measurements
AAAI 2025
MarkovType: A Markov Decision Process Strategy for Non-Invasive Brain-Computer Interfaces Typing Systems
AAAI 2025
Learning semilinear neural operators: A unified recursive framework for prediction and data assimilation.
ICLR 2024
Joint Motion Estimation with Geometric Deformation Correction for Fetal Echo Planar Images Via Deep Learning
MIDL 2024
Equivariant Deep Dynamical Model for Motion Prediction
AISTATS 2022
Deep Spectral Ranking
AISTATS 2021
Fast and Accurate Ranking Regression
AISTATS 2020
Variational Inference from Ranked Samples with Features
ACML 2019
Structured Adversarial Attack: Towards General Implementation and Better Interpretability
ICLR 2019
Experimental Design under the Bradley-Terry Model
IJCAI 2018
Asymptotic Analysis of Objectives Based on Fisher Information in Active Learning
JMLR 2017
Locally Defined Principal Curves and Surfaces
JMLR 2011
An ERP-based Brain-Computer Interface for text entry using Rapid Serial Visual Presentation and Language Modeling
ACL 2011
Kernel Maximum Entropy Data Transformation and an Enhanced Spectral Clustering Algorithm
NIPS 2006