Marco Canini
14 papers · 2012–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (3) π§ Keyword Pioneer π Academic Marathon (13) π Conference Polyglot (7) π Renaissance Researcher (5)
π
Conference Polyglot
(7)
π
Academic Marathon
(13)
π
Cross-Pollinator
(3)
π
Keyword Champion
π
Conference Pioneer
π
Century Club
(14)
Conferences
NSDI (7)
ICLR (2)
AAAI (1)
AISTATS (1)
EMNLP (1)
NIPS (1)
OSDI (1)
Top co-authors
Keywords
distributed training
(3)
gradient compression
(2)
programmable switch
(2)
reinforcement learning
(1)
prompt engineering
(1)
chain-of-thought reasoning
(1)
performance optimization
(1)
neural network optimization
(1)
formal verification
(1)
communication compression
(1)
distributed machine learning
(1)
convergence rate
(1)
communication complexity
(1)
model training
(1)
black-box optimization
(1)
actor-critic method
(1)
prompt optimization
(1)
continuous action
(1)
instruction optimization
(1)
stochastic gradient
(1)
Papers
ACING: Actor-Critic for Instruction Learning in Black-Box LLMs
EMNLP 2025
Query-based Knowledge Transfer for Heterogeneous Learning Environments
ICLR 2025
DPFL: Decentralized Personalized Federated Learning
AISTATS 2025
RDMA is Turing complete, we just did not know it yet!
NSDI 2022
Unlocking the Power of Inline Floating-Point Operations on Programmable Switches
NSDI 2022
Scaling Distributed Machine Learning with In-Network Aggregation
NSDI 2021
Rethinking gradient sparsification as total error minimization
NIPS 2021
AutoLRS: Automatic Learning-Rate Schedule by Bayesian Optimization on the Fly
ICLR 2021
Assise: Performance and Availability via Client-local NVM in a Distributed File System
OSDI 2020
On the Discrepancy between the Theoretical Analysis and Practical Implementations of Compressed Communication for Distributed Deep Learning
AAAI 2020
Correct by Construction Networks Using Stepwise Refinement
NSDI 2017
An Industrial-Scale Software Defined Internet Exchange Point
NSDI 2016
C3: Cutting Tail Latency in Cloud Data Stores via Adaptive Replica Selection
NSDI 2015
A NICE Way to Test OpenFlow Applications
NSDI 2012