Ershad Banijamali
8 papers · 2016–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (31) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver
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Topic Evolution
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Conference Pioneer
Top co-authors
Research topics
Machine Learning
(8)
Artificial Intelligence
(7)
Deep Learning
(7)
Core AI
(5)
Learning Types · Machine Learning
(5)
Optimization & Theory · Machine Learning
(5)
Models
(4)
Bayesian & Probabilistic · Machine Learning
(3)
Architectures
(2)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory · Deep Learning
(2)
Computer Vision
(1)
Reinforcement Learning
(1)
Robotics
(1)
Keywords
variational inference
(3)
dynamical system
(2)
autonomous driving
(2)
memory efficiency
(2)
zeroth-order optimization
(2)
convex optimization
(1)
policy learning
(1)
representation learning
(1)
trajectory prediction
(1)
convex hull
(1)
policy optimization
(1)
markov decision process
(1)
optimal control
(1)
probabilistic generative model
(1)
self-supervised learning
(1)
generative model
(1)
variational approximation
(1)
gaussian distribution
(1)
bayesian inference
(1)
online learning
(1)
Papers
QuZO: Quantized Zeroth-Order Fine-Tuning for Large Language Models
EMNLP 2025
AdaZeta: Adaptive Zeroth-Order Tensor-Train Adaption for Memory-Efficient Large Language Models Fine-Tuning
EMNLP 2024
Neural Relational Inference with Node-Specific Information
ICLR 2022
Prediction by Anticipation: An Action-Conditional Prediction Method Based on Interaction Learning
ICCV 2021
Self-Supervised Simultaneous Multi-Step Prediction of Road Dynamics and Cost Map
CVPR 2021
Optimizing over a Restricted Policy Class in MDPs
AISTATS 2019
Robust Locally-Linear Controllable Embedding
AISTATS 2018
Online Algorithms for Sum-Product Networks with Continuous Variables
PGM 2016