Biswajit Paria
5 papers · 2019–2022 · 4 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (11) 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5)
🌉
Interdisciplinary Bridge
🚀
Conference Pioneer
Conferences
ICLR (2)
EMNLP (1)
JMLR (1)
UAI (1)
Top co-authors
Keywords
bayesian optimization
(2)
gradient-based optimization
(1)
text generation
(1)
neural architecture search
(1)
hyperparameter tuning
(1)
multi-objective optimization
(1)
constrained sampling
(1)
regret bound
(1)
acquisition function
(1)
sublinear regret
(1)
language model
(1)
pareto front
(1)
multi-fidelity optimization
(1)
non-autoregressive generation
(1)
random scalarization
(1)
langevin dynamics
(1)
energy-based generation
(1)
Papers
Gradient-based Constrained Sampling from Language Models
EMNLP 2022
An Experimental Design Perspective on Model-Based Reinforcement Learning
ICLR 2022
Minimizing FLOPs to Learn Efficient Sparse Representations
ICLR 2020
Tuning Hyperparameters without Grad Students: Scalable and Robust Bayesian Optimisation with Dragonfly
JMLR 2020
A Flexible Framework for Multi-Objective Bayesian Optimization using Random Scalarizations
UAI 2019