Ahmed M. Alaa
14 papers · 2016–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (8)
🌍
Conference Polyglot
(4)
🏃
Academic Marathon
(8)
🧭
Keyword Pioneer
🗃️
Keyword Collector
(88)
💎
Century Club
(14)
🔥
Unstoppable
(9)
📈
Trend Setter
❓
The Questioner
Conferences
NIPS (11)
AISTATS (1)
ICML (1)
JMLR (1)
Top co-authors
Keywords
conformal prediction
(4)
gaussian process
(3)
bayesian inference
(2)
uncertainty quantification
(2)
diffusion model
(2)
causal inference
(2)
variational inference
(1)
benchmark suite
(1)
image generation
(1)
hidden semi-markov model
(1)
sequential decision making
(1)
medical imaging
(1)
attention mechanism
(1)
image synthesis
(1)
model calibration
(1)
posterior distribution
(1)
stochastic dominance
(1)
deep learning
(1)
transfer learning
(1)
risk management
(1)
Papers
Self-Calibrating Conformal Prediction
NIPS 2024
Conformalized Unconditional Quantile Regression
AISTATS 2023
DiffInfinite: Large Mask-Image Synthesis via Parallel Random Patch Diffusion in Histopathology
NIPS 2023
Aligning Synthetic Medical Images with Clinical Knowledge using Human Feedback
NIPS 2023
Conformal Meta-learners for Predictive Inference of Individual Treatment Effects
NIPS 2023
ETAB: A Benchmark Suite for Visual Representation Learning in Echocardiography
NIPS 2022
Conformal Time-series Forecasting
NIPS 2021
When and How to Lift the Lockdown? Global COVID-19 Scenario Analysis and Policy Assessment using Compartmental Gaussian Processes
NIPS 2020
Attentive State-Space Modeling of Disease Progression
NIPS 2019
Demystifying Black-box Models with Symbolic Metamodels
NIPS 2019
A Hidden Absorbing Semi-Markov Model for Informatively Censored Temporal Data: Learning and Inference
JMLR 2018
Bayesian Inference of Individualized Treatment Effects using Multi-task Gaussian Processes
NIPS 2017
Learning from Clinical Judgments: Semi-Markov-Modulated Marked Hawkes Processes for Risk Prognosis
ICML 2017
Balancing Suspense and Surprise: Timely Decision Making with Endogenous Information Acquisition
NIPS 2016