Milan Vojnovic | Academic Influence

Milan Vojnovic's AcademicInfluence.com Rankings

Milan Vojnovic

Computer Science

#3980

World Rank

#4186

Historical Rank

Database

#8421

World Rank

#8814

Historical Rank

computer-science Degrees

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Computer Science

Milan Vojnovic's Degrees

Masters Computer Science University of Belgrade
Bachelors Computer Science University of Belgrade

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Why Is Milan Vojnovic Influential?

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According to Wikipedia, Milan Vojnovic is a professor of data science with the Department of Statistics at the London School of Economics, where he is also director of the MSc Data Science Programme. Prior to this, he worked as a researcher with Microsoft Research from 2004 to 2016.

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Milan Vojnovic's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

QSGD: Communication-Efficient SGD via Gradient Quantization and Encoding (2016) (1133)
Power Law and Exponential Decay of Intercontact Times between Mobile Devices (2007) (768)
Perfect simulation and stationarity of a class of mobility models (2005) (525)
FENNEL: streaming graph partitioning for massive scale graphs (2014) (308)
Crowdsourcing and all-pay auctions (2009) (296)
Coupon replication systems (2008) (194)
The Random Trip Model: Stability, Stationary Regime, and Perfect Simulation (2006) (144)
Planet scale software updates (2006) (141)
Social tags: meaning and suggestions (2008) (134)
Balanced graph edge partition (2014) (132)
Global fairness of additive-increase and multiplicative-decrease with heterogeneous round-trip times (2000) (128)
Convergence Speed of Binary Interval Consensus (2010) (125)
Perfect simulations for random trip mobility models (2005) (122)
Parallel TCP Sockets: Simple Model, Throughput and Validation (2006) (121)
Using Three States for Binary Consensus on Complete Graphs (2009) (117)
QSGD: Randomized Quantization for Communication-Optimal Stochastic Gradient Descent (2016) (110)
Fast and Exact Majority in Population Protocols (2015) (104)
Efficient queue management for cluster scheduling (2016) (100)
Rethinking the ESP game (2009) (86)
On the long-run behavior of equation-based rate control (2002) (80)
Stochastic analysis of some Expedited Forwarding networks (2002) (75)
Contest Theory: Incentive Mechanisms and Ranking Methods (2016) (70)
Bounds for independent regulated inputs multiplexed in a service curve network element (2001) (63)
On the Race of Worms, Alerts, and Patches (2008) (59)
Towards mobile ad-hoc WANs: terminodes (2000) (59)
Ranking and Suggesting Popular Items (2009) (50)
Sampling Strategies for Epidemic-Style Information Dissemination (2008) (47)
Behavioral profiles for advanced email features (2009) (46)
On the effectiveness of automatic patching (2005) (46)
Optimal Channel Choice for Collaborative Ad-Hoc Dissemination (2010) (44)
Coupon replication systems (2005) (38)
Hop limited flooding over dynamic networks (2011) (35)
Contest theory (2017) (34)
Competitive and Considerate Congestion Control for Bulk Data Transfers (2007) (33)
Scoop: decentralized and opportunistic multicasting of information streams (2011) (33)
SerialRank: Spectral Ranking using Seriation (2014) (32)
Streaming Min-max Hypergraph Partitioning (2015) (24)
Weighted proportional allocation (2011) (24)
Communication Complexity of Approximate Matching in Distributed Graphs (2015) (23)
Characterizing podcast services: publishing, usage, and dissemination (2009) (23)
Sampling Based Range Partition Methods for Big Data Analytics (2012) (21)
Continuous distributed counting for non-monotonic streams (2012) (21)
Spectral Ranking using Seriation (2014) (20)
Communication Complexity of Approximate Maximum Matching in Distributed Graph Data (2013) (20)
On Mobile User Behaviour Patterns (2008) (20)
Farsighted users harness network time-diversity (2005) (19)
Parameter Estimation for Generalized Thurstone Choice Models (2016) (18)
Email Information Flow in Large-Scale Enterprises (2008) (18)
A model of the spread of randomly scanning Internet worms that saturate access links (2008) (17)
Distributed ranking in networks with limited memory and communication (2012) (16)
Scheduling reserved traffic in input-queued switches: new delay bounds via probabilistic techniques (2003) (16)
Elements of Probabilistic Network Calculus for Packet Scale Rate Guarantee Nodes (2002) (15)
Adaptive matching for expert systems with uncertain task types (2017) (14)
Some Observations on Equation-Based Rate Control (2001) (14)
Strong Price of Anarchy and Coalitional Dynamics (2013) (13)
Efficiency and the Redistribution of Welfare (2011) (13)
Strong Price of Anarchy, Utility Games and Coalitional Dynamics (2014) (12)
Individual and Collective User Behavior in Crowdsourcing Services (2010) (12)
Lock-Free Algorithms under Stochastic Schedulers (2015) (12)
Ranking and Suggesting Tags in Collaborative Tagging Applications 1 (2007) (11)
Incentives and Efficiency in Uncertain Collaborative Environments (2013) (11)
QSGD: Communication-Optimal Stochastic Gradient Descent, with Applications to Training Neural Networks (2016) (9)
Source modeling of MPEG video (1997) (8)
Stochastic bound on delay for guaranteed rate nodes (2002) (8)
Communication-Efficient Stochastic Gradient Descent, with Applications to Neural Networks (2017) (7)
An improved model for the acoustic radiation impedance of the mouth based on an equivalent electrical network (2005) (7)
Proceedings from the 2006 workshop on Interdisciplinary systems approach in performance evaluation and design of computer & communications sytems (2006) (7)
The influence of the oxygen mask on long-time spectra of continuous speech (1997) (6)
Convergence Rates of Gradient Descent and MM Algorithms for Bradley-Terry Models (2020) (6)
Weighted proportional allocation (2011) (5)
Scalable Prediction of Information Cascades over Arbitrary Time Horizons (2020) (5)
Pure Exploration and Regret Minimization in Matching Bandits (2021) (5)
Prior-free Auctions without Reserve Prices (2010) (5)
Communication complexity of approximate maximum matching in the message-passing model (2017) (4)
The Weighted Proportional Allocation Mechanism (2010) (4)
Bargaining dynamics in exchange networks (2010) (4)
An evaluation of the ABR explicit-rate allocation interfering with the guaranteed services traffic (2000) (3)
A Test Score-Based Approach to Stochastic Submodular Optimization (2020) (3)
A simplified model of mouth radiation impedance closed by mask cavity (2017) (2)
Random Sampling for Data Intensive Computations (2009) (2)
Transfer Characteristics of Vocal Tract Closed by Mask Cavity (2018) (2)
Parameter Estimation for Thurstone Choice Models (2017) (2)
How (Un)Fair are the ABR Binary Schemes, Actually? (1999) (2)
Scheduling Servers with Stochastic Bilinear Rewards (2021) (2)
The Random Trip Model, Part I: Stability (2005) (2)
Analytical and simulation analysis of the explicit-rate ABR flow control algorithms: transient behavior (1998) (2)
Global TCP Modeling: the Limit Mean ODE and its Convergence (2000) (2)
KONG: Kernels for ordered-neighborhood graphs (2018) (2)
Desigining Incentives in Online Collaborative Environments (2012) (2)
Multimedia dictionary network application: design and implementation (2000) (2)
Bits of Internet traffic control (2003) (1)
Test Score Algorithms for Budgeted Stochastic Utility Maximization (2020) (1)
On the Team Selection Problem (2016) (1)
Greedy Scheduling for Distributed Computing Clusters (2011) (1)
Influence of Overpressure Breathing on Vowel Formant Frequencies (2021) (1)
Scheduling jobs with stochastic holding costs (2021) (1)
MAXIMAL VOWEL SPACE METOD IN ANALYSIS OF VOWELS IN PRELINGUAL SPEECH PHASE (2014) (1)
Operational control for robot systems integration into CIM (1986) (1)
Supplement to "Sampling Strategies for Epidemic-Style Information Dissemination" (2009) (1)
Accelerated MM Algorithms for Ranking Scores Inference from Comparison Data (2020) (1)
Herding "small" streaming queries (2015) (1)
Min-Max Hypergraph Partitioning (2015) (1)
On Probabilistic Network Calculus (2002) (1)
On Regret-optimal Cooperative Nonstochastic Multi-armed Bandits (2022) (1)
Accelerated MM Algorithms for Inference of Ranking Scores from Comparison Data (2022) (1)
The Random Trip Model, Part II: Stationary Regime and erfect Simulation (2005) (1)
Popularity Prediction for Social Media over Arbitrary Time Horizons (2020) (1)
Servicing "mice"-streaming queries as a service (2013) (0)
Acoustic vocal tract model of one-year-old children (2014) (0)
Learning to Schedule (2021) (0)
Standard All-Pay Contest (2015) (0)
Sentences masking for QuickSIN test (2012) (0)
Quantized stochastic gradient descent: communication versus convergence (2016) (0)
Communication complexity of approximate maximum matching in the message-passing model (2020) (0)
A Note on the Stochastic Bias of Some Increase-Decrease Congestion Cont rols: HighSpeed TCP Case Study (2002) (0)
Observations on Equation-Based Rate Control (2002) (0)
Submodular Maximization using Test Scores (2016) (0)
5 minutes with Milan Vojnovic (2016) (0)
Virtual Reality Application for Networked dictionary (2002) (0)
INTRODUCTION TO ELECTROCHEMICAL ENERGY STORAGE PANEL (1980) (0)
Utility Sharing and Welfare (2015) (0)
Convergence Rates of Gradient Descent and MM Algorithms for Generalized Bradley-Terry Models (2019) (0)
Message from the workshop on the future of social networking (2011) (0)
Vowel formant frequencies for oneyear-old children (2013) (0)
Atypical pronunciation of fricative /Š/ by children (2011) (0)
Session details: Streaming (2004) (0)
Dynamics and Inference for Voter Model Processes (2022) (0)
Atypical pronunciation of liquid /l/ by children (2012) (0)
Rotting infinitely many-armed bandits (2022) (0)
Sketching with Test Scores and Submodular Maximization (2016) (0)
Proceedings of the 2010 Workshop on Economics of Networks, Systems, and Computation (2010) (0)
QuickSIN test for children (2011) (0)
Contest Theory: Preface (2016) (0)
Fast and Exact Majority in Population Protocols 1 (2015) (0)
Rank-Order Allocation of Prizes (2015) (0)
Introduction and Preview (2015) (0)
Near Optimal Non-truthful Auctions (2011) (0)
Smooth Allocation of Prizes (2015) (0)
Orchestrated AIMD Flows (2005) (0)

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What Schools Are Affiliated With Milan Vojnovic?

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