Ali Caner Turkmen
7 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
📈
Trend Setter
Top co-authors
Research topics
Machine Learning
(6)
Data Science & Analytics
(5)
Methods
(5)
Deep Learning
(3)
Core Methods
(3)
Learning Types · Machine Learning
(3)
Bayesian & Probabilistic · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Models
(1)
Keywords
time series forecasting
(4)
event sequence
(2)
anomaly detection
(2)
temporal point process
(2)
deep learning
(2)
neural network
(2)
probabilistic model
(1)
state space model
(1)
recurrent neural network
(1)
ensemble model
(1)
pre-trained model
(1)
out-of-distribution detection
(1)
probabilistic forecasting
(1)
exogenous variable
(1)
goodness-of-fit test
(1)
continuous-time event
(1)
synthetic dataset
(1)
automated machine learning
(1)
monte carlo
(1)
switching dynamical system
(1)
Papers
ChronosX: Adapting Pretrained Time Series Models with Exogenous Variables
AISTATS 2025
Multi-layer Stack Ensembles for Time Series Forecasting
AutoML 2025
AutoGluon–TimeSeries: AutoML for Probabilistic Time Series Forecasting
AutoML 2023
Deep Explicit Duration Switching Models for Time Series
NeurIPS 2021
Detecting Anomalous Event Sequences with Temporal Point Processes
NeurIPS 2021
Neural Temporal Point Processes: A Review
IJCAI 2021
GluonTS: Probabilistic and Neural Time Series Modeling in Python
JMLR 2020