Horst Samulowitz
15 papers · 2013–2025 · 6 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (12) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (6) 🐣 Hot Topic Early Bird
🏃
Academic Marathon
(12)
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🗃️
Keyword Collector
(62)
💎
Century Club
(15)
🔥
Unstoppable
(7)
🚀
Conference Pioneer
Conferences
IJCAI (6)
AAAI (5)
ACL (1)
AISTATS (1)
ICLR (1)
UAI (1)
Top co-authors
Keywords
automated machine learning
(7)
feature engineering
(3)
hyperparameter optimization
(3)
model selection
(2)
black-box optimization
(1)
feature extraction
(1)
image classification
(1)
stochastic process
(1)
online learning
(1)
automated planning
(1)
in-context learning
(1)
semantic parsing
(1)
distributed learning
(1)
feature transformation
(1)
outlier detection
(1)
text classification
(1)
knowledge base
(1)
mixed integer programming
(1)
deep learning
(1)
natural language processing
(1)
Papers
Knowledge Base Construction for Knowledge-Augmented Text-to-SQL
ACL 2025
Effective Data Distillation for Tabular Datasets (Student Abstract)
AAAI 2024
Instance-Level Metalearning for Outlier Detection
IJCAI 2024
Enhancing In-context Learning via Linear Probe Calibration
AISTATS 2024
FLASH: Automating federated learning using CASH
UAI 2023
Single-shot General Hyper-parameter Optimization for Federated Learning
ICLR 2023
SemFORMS: Automatic Generation of Semantic Transforms By Mining Data Science Code
IJCAI 2023
Semantic Feature Discovery with Code Mining and Semantic Type Detection
AAAI 2022
AutoText: An End-to-End AutoAI Framework for Text
AAAI 2021
An ADMM Based Framework for AutoML Pipeline Configuration
AAAI 2020
Optimal Exploitation of Clustering and History Information in Multi-armed Bandit
IJCAI 2019
Deep Learning for Cost-Optimal Planning: Task-Dependent Planner Selection
AAAI 2019
Learning Feature Engineering for Classification
IJCAI 2017
Model-Based Genetic Algorithms for Algorithm Configuration
IJCAI 2015
Algorithm Portfolios Based on Cost-Sensitive Hierarchical Clustering
IJCAI 2013