Ali Caner Turkmen
7 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (15) 🏃 Academic Marathon (5) 🌍 Conference Polyglot (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (15)
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🌱
Topic Pioneer
Conferences
AUTOML (2)
NIPS (2)
AISTATS (1)
IJCAI (1)
JMLR (1)
Top co-authors
Keywords
deep learning
(2)
anomaly detection
(2)
temporal point process
(2)
neural network
(2)
time series forecasting
(2)
event sequence
(2)
probabilistic model
(1)
state-space model
(1)
recurrent neural network
(1)
out-of-distribution detection
(1)
probabilistic forecasting
(1)
goodness-of-fit test
(1)
continuous-time event
(1)
automated machine learning
(1)
monte carlo
(1)
switching dynamical system
(1)
quantile forecast
(1)
probabilistic modeling
(1)
point forecast
(1)
variational inference
(1)
Papers
Multi-layer Stack Ensembles for Time Series Forecasting
AUTOML 2025
ChronosX: Adapting Pretrained Time Series Models with Exogenous Variables
AISTATS 2025
AutoGluon–TimeSeries: AutoML for Probabilistic Time Series Forecasting
AUTOML 2023
Detecting Anomalous Event Sequences with Temporal Point Processes
NIPS 2021
Neural Temporal Point Processes: A Review
IJCAI 2021
Deep Explicit Duration Switching Models for Time Series
NIPS 2021
GluonTS: Probabilistic and Neural Time Series Modeling in Python
JMLR 2020