## Upcoming Talks

Workshop: "Numerical Algorithms in Nonsmooth Optimization", Thematic Programme "Modern Maximal Monotone Operator Theory: From Nonsmooth Optimization to Differential Inclusions“, Erwin Schrödinger International Institute for Mathematics and Physics (ESI), Vienna, February 25 - March 1, 2019 (invited)

Randomized Numerical Linear Algebra and Applications, Program: Data Science, Simons Institute, Berkeley, September 24-28, 2018 (invited)

DIMACS/TRIPODS workshop: Optimization in Machine Learning, Lehigh University, Bethlehem, USA, August 13-15, 2018 (invited)

XII Brazilian Workshop on Continuous Optimization, Foz do Iguaçu,
Brazil, July 22-27, 2018 (plenary)

ISMP 2018, Bordeaux,
France, July 1-6, 2018 (stream organizer). I am co-organizing stream
"4.a Learning: Machine Learning, Big Data, Cloud Computing, and
Huge-Scale Optimization" with Alexandre d’Aspremont, Olivier Beaumont,
and Suvrit Sra. If you want to a propose a session or a minisymposium
within this stream, get in touch.

Summer School "Control, Information and Optimization", Voronovo, Moscow Region, Russia, June 17-24, 2018 (lecturer; invited by Boris Polyak)

Extreme Computing Research Center Seminar, KAUST, KSA, March 7, 2018 (invited)

Centre for Discrete Mathematics and its Applications (DIMAP) seminar, Warwick, UK, May 1, 2018 (invited)

## 2018 Talks

CS Graduate Seminar, KAUST, KSA, March 16, 2018 (invited)

AMCS/Statistics Graduate Seminar, KAUST, KSA, March 8, 2018 (invited)

Statistics Research Seminar, Department of Mathematics, Physics and
Informatics, Comenius University, Bratislava, Slovakia, February 26,
2018 (time: 9:50am, location: M - XII)

Optimization and Big Data 2018, KAUST, Thuwal, Saudi Arabia, February 5-8, 2018 (organizer). I am co-organizing this with Marco Canini (KAUST). Past
editions of the event were held in Edinburgh, Scotland: OBD 2015, OBD 2013, OBD 2012. The 2018 event is funded by KAUST Office for Sponsored Research, and co-funded by the Alan Turing Institute.

## 2017 Talks

4th Conference on Optimization Methods and Software, Havana, Cuba, December 16-20, 2017 (invited session organizer)

Optimization at Work, Moscow Institute of Physics and Technology, Moscow, Russia, October 27, 2017 (plenary) [slides]

Workshop on Decentralized Machine Learning, Optimization and Privacy, September 11-12, 2017, Lille, France (invited) [slides]

Data Science Summer School, CMAP, École Polytechnique, Paris, France, Aug 28-Sept 1, 2017 (invited minicourse on randomized optimization methods) [slides]

34th International Conference on Machine Learning, Sydney, Australia, August 6-11, 2017 (attending)

Workshop on Convex Optimization and Applications, Fields Institute, Toronto, Canada, July 4-7, 2017 (invited) [slides]

Research Seminar, Cardiff University, UK, June 1, 2017 (invited)

Research Seminar, Plymouth University, UK, May 31, 2017 (invited)

SIAM Conference on
Optimization, Vancouver, Canada, May 22-25, 2017 (invited)

AMCS Graduate Seminar, KAUST, Thuwal, Saudi Arabia, April 13, 2017 (invited)

Visual Computing - Modeling and Reconstruction, KAUST Conference Center, Thuwal, Saudi Arabia, April 10-12, 2017 (invited) [slides]

2017 BASP Frontiers Workshop, Villars-sur-Ollon, Switzerland, January 29-February 2, 2017 (invited)

Research Seminar, Department of Computing, Imperial College London,
UK, January 20, 2017 (invited)

## 2016 Talks

Yandex Seminar, Moscow, Russia, December 2, 2016 (invited)

Skoltech Seminar, Moscow, Russia, December 1, 2016 (invited)

Workshop on Distributed Machine Learning, Telecom ParisTech, Paris, November 25, 2016 (invited)

CORMSIS
Seminar, University of Southampton, Southampton, UK, November 17,
2016 (invited)

Seminar on Combinatorics, Games and Optimisation, London School of Economics, London, UK, November 16, 2016 (invited)

SIAM Warwick Student Chapter Conference (focus: machine learning and statistics), Coventry, UK, November 9, 2016 (invited)

MIGSAA Faculty Talk, Int. Centre for Mathematical Sciences, Edinburgh, UK, October 14, 2016 (invited)

Fellow Short Talk, Alan Turing Institute, London, UK, October 13, 2016 (invited)

GAMES seminar, Edinburgh, UK, October 10, 2016 (invited)

41st Woudschoten Conference, Zeist, The Netherlands, October 5-7, 2016 (2 invited keynote lectures in the stream: "Numerical methods for big data analytics") [Lecture 1, Lecture 2]

Linear Algebra and Parallel Computing at the Heart of Scientific Computing, a joint event of the Royal Society of Edinburgh and the French Embassy in London, Edinburgh, UK, September 21, 2016 (invited)

Learning, Privacy and Mobile Data Workshop, Google, Seattle, September 13-14, 2016 (invited poster)

5th IMA Conference on Numerical Linear Algebra and Optimization, Birmingham, September 7-9, 2016 (co-organizer of 2 minisymposia and speaker)

OR58, The 58th Annual Conference of the OR Society, Portsmouth, UK, September 6-8, 2016 (closing plenary) [slides]

ICCOPT 2016, Tokyo, Japan, August 6-11, 2016 (invited)

2016 International Workshop on Modern Optimization and Applications (MOA 2016), Beijing, China, June 27-29, 2016 (invited)

INFORMS International Conference, Hawaii, USA, June 12-15, 2016 (invited)

ECMath Colloquium "Sparsity: Statistics, Optimization and Applications", Einstein Center for Mathematics, Berlin, Germany, April 22, 2016 (keynote)

Computationally and Statistically Efficient Inference for Complex Large-scale Data, Oberwolfach, Germany, March 6-12, 2016 (invited)

Optimization without Borders, Les Houches, France, February 7-12, 2016 (invited)

Working Probability Seminar, School of Mathematics, University of Edinburgh, January 19, 2016 (invited)

3KK Conference (trojkralova konferencia), Bratislava, Slovakia, January 4, 2016

## 2015 Talks

Theoretical
and Computational Approaches to Large Scale Inverse Problems (Alan
Turing Institute Workshop), ICMS, Edinburgh, UK, December 2-4, 2015
(organizer)

Distributed
Machine Learning and Optimization (Alan Turing Institute Workshop),
ICMS, Edinburgh, UK, November 25-27, 2015 (organizer)

Course: Randomized algorithms for big data optimization, Graduate School in Systems, Optimization, Control and Networks (SOCN), Universite catholique de Louvain, Belgium, Fall 2015 (invited PhD course: 6 x 3.5 hours)

2015 IEEE International Conference on Data Science and Advanced Analytics, Paris, France, October 19-21, 2015 (invited tutorial) [slides]

Computational
Mathematics and Applications Seminar, University of Oxford, UK,
October 8, 2015 (invited) [slides]

Statistical and Computational Challenges in Large-Scale Data Analysis (Alan Turing Institute Workshop), Cambridge, UK, September 28-30, 2015 (invited)

LMS
Inverse Day, Edinburgh, UK, September 21, 2015 (invited) [slides]

Machine Learning Thematic Trimester, Summer School course on "Optimization in Machine Learning", Toulouse, France, September 14-18, 2015 (invited) [slides]

Research
Seminar, IST Austria, September
7, 2015 (invited)

International Conference on Operations Research: Optimal Decisions and Big Data, Vienna, September 1-4, 2015 (invited session organizer)

22nd ISMP, Pittsburgh, July 12-17, 2015 (invited session organizer)

International Conference on Machine Learning (ICML), Lille, France, July 6-11, 2015 (invited tutorial on randomized optimization methods; joint with Mark Schmidt)

School of Mathematics Seminar, UC Davis, June 1, 2015 (invited by Michael Friedlander)

AmpLab seminar, UC Berkeley, May 27, 2015 (invited)

Optimization and Big Data 2015, Edinburgh, May 6-8, 2015 (organizer)

Maxwell Institute Probability Day, University of Edinburgh, April 20, 2015 (invited)

Optimization and Statistical Learning, Les Houches, France, January 11-16, 2015 (invited) [slides]

Theory of Big Data
Science, University College London, January 7-9, 2015 (invited)

## 2014 Talks

Optimization Workshop, Foundations of Computational Mathematics, Montevideo, Uruguay, December 15-17, 2014 (invited) [slides]Numerical Algorithms and Intelligent Software, University of Edinburgh, December 5, 2014 (organizer and speaker) [slides]

Working Probability Seminar, University of Edinburgh, December 3, 2014 (invited)

Working Probability Seminar, University of Edinburgh, November 26, 2014 (invited)

46th Conference of Slovak Mathematicians, Jasna, Slovakia, November 20-23, 2014 (plenary)

ANC/DTC Seminar, School of Informatics, University of Edinburgh, November 4, 2014 (invited) [slides]

Research Seminar, The Chinese University of Hong Kong, October 10, 2014 (invited by Shiqian Ma)

MIGSAA industrial sandpit, International Centre for Mathematical Sciences, Edinburgh, October 3, 2014

LFCS Seminar, School of Informatics, University of Edinburgh, September 30, 2014 (invited)

Mathematical Methods in Economy and Industry, Smolenice, Slovakia, September 8-12, 2014 (plenary)

IMA Numerical Linear Algebra and Optimization, Birmingham, September 3-5, 2014 (minisymposium organizer and speaker)

Understanding Complex and Large Industrial Data, Lancaster, July 1-2, 2014 (keynote)

NATCOR PhD Course on Convex Optimization (jointly with other ERGO faculty and Steve Boyd), Edinburgh, June 23-27, 2014

Khronos-Persyval Days "High-Dimensional Learning and Optimization"; Randomized Coordinate Descent for Big Data Optimization (6 hr PhD course), Grenoble, France, June 11-12, 2014 (invited)

SIAM Conference on Optimization, San Diego, California, May 19-22, 2014 (minisymposium organizer and speaker).

SITA'14 - 9th International Conference on Intelligent Systems: Theories and Applications, Rabat, Morocco, May 7-8, 2014 (keynote)

Parisian Seminar on Optimization, Paris, France, May 5, 2014 (invited)

Stochastic Gradient Methods, IPAM, UCLA, February 24-28, 2014 (invited) [slides]

Big Data: Challenges and Applications, Imperial College, February 17-19, 2014 (invited 3h tutorial on optimization with big data)

"Main seminar", Laboratory for Structural Methods of Data Analysis in Predictive Modeling (PreMoLab), Moscow Institute of Physics and Technology, Moscow, Russia, February 13, 2014 (invited) [slides]

Numerical
Analysis and Optimization, Muscat - Sultanate of Oman, January 5-9,
2014 (invited)

## 2013 Talks

Mysore Park Workshop on Distributed Computing For Machine Learning and Optimization, Bangalore, India, December 18-20, 2013 (invited)

6th NIPS workshop on Optimization for Machine Learning, Lake Tahoe, California, December 9-10, 2013 (plenary)

5th International Conference on Information Technologies and Information Society, Slovenia, November 7-9, 2013 (plenary)

AmpLab all hands seminar, UC Berkeley, October 29, 2013 [slides]

Parallel and Distributed Algorithms for Inference and Optimization (a workshop within the Theoretical Foundations of Big Data Analysis program), Simons Institute for the Theory of Computing, Berkeley, October 21-25, 2013 (invited) [slides]

Machine Learning Seminar @ Google, California, September 10, 2013 (invited)

4th ICCOPT, Lisbon, Portugal, July 27-August 1, 2013 (cluster chair and speaker)

4th International Conference on Optimization, Simulation and Control, Ulaanbaatar, Mongolia, July 1-4, 2013

25th Biennial
Numerical Analysis Conference, Glasgow, University of Strathclyde,
June 25-28, 2013

I am giving a talk in the *"Recent Advances in Big Data Problems"*
minisymposium.

Big
Data Mining 2013, Imperial College London, May 14-15, 2013 (invited
by Giovanni Montana) [slides]

Optimization and Big Data, Edinburgh, May 1-3, 2013 (organizer)

Fête Parisienne in Computation, Inference and Optimization, Paris, France, March 20, 2013 (invited by Francis Bach and Michael Jordan) [slides]

Edinburgh SIAM Student Chapter conference, March 6, 2013 (invited) [slides]

Big Data and Social Media, Glasgow, UK, February 26, 2013 (invited by Des Higham) [slides]

Research Recap, Innovative Learning Week, February 21, 2013 [slides - 15 mins]

Mathematical Optimization Seminar, CORE, Louvain-la-Neuve, Belgium, February 5, 2013 (invited by Yurii Nesterov)

Edinburgh Research Group in Optimization seminar talk, University of Edinburgh, January 30, 2013

Optimization
and Statistical Learning, Les Houches, France, January 6-11, 2013
(invited) [slides]

## 2012 Talks

University of Strathclyde, Numerical Analysis Seminar, December 11, 2012 (invited)

INFORMS Annual Meeting, Phoenix, Arizona, October 14-17, 2012 (session organizer and speaker)

3rd IMA Conf. on Numerical Linear Algebra and Optimisation, Birmingham, UK, September 10–12, 2012 (minisymposium organizer and speaker)

21st ISMP, Berlin, Germany, August 19–24, 2012 (session organizer and speaker)

ICML
Workshop on Optimization in Machine Learning, Edinburgh, UK, July
1, 2012 (invited)

*Speakers:* Constantine Caramanis (Texas Austin), Ali Jadbabaie
(Pennsylvania), Anatoli Juditsky (Joseph Fourier),
Jorge Nocedal (Northwestern), P. R. (Edinburgh), Karthik Sridharan
(Pennsylvania), Michael Mahoney (Stanford)

Research Seminar, Wisconsin Institutes for Discovery, June 19, 2012 (invited)

Advances in Large-Scale Optimization, Edinburgh, UK, May 24–25, 2012 (workshop organizer and speaker)

3rd Conference on Optimization Methods and Software, Chania, Crete, Greece, May 13–17, 2012 (invited)

University of Cambridge, Applied and Computational Analysis Seminar, May 3, 2012 (invited)

INFORMS Optimization Society Conference, Coral Gables, Florida, February 24–26, 2012

Cardiff University, Operational Research and Statistics Research Seminar, February 15, 2012 (invited)

Comenius University, Seminar of the Center for Economics and
Finance, January 9, 2012

## 2011 Talks

ICNONLA, The 8th Int. Conference on Num. Optimization and Numerical Linear Algebra, Xiamen, China, November 7–11, 2011

University of Edinburgh, Algorithms & Complexity Research Seminar @ School of Informatics, October 26, 2011 (invited)

Oxford University, Computational Mathematics and Applications Research Seminar, October 13, 2011 (invited)

London School of Economics, The OR Society Mathematical Programming Seminar, October 12, 2011 (invited)

Heriot-Watt University, Computational Mathematics and Maths Biology Seminar, October 6, 2011 (invited)

FoCM, Budapest, Hungary, July 4–14, 2011 (invited)

24th Biennial Conference on Numerical Analysis, June 28th–July 1st, 2011 (minisymposium organizer and speaker)

SPARS 11, Signal Processing with Adaptive Sparse Structured Representations, Edinburgh, June 27–30, 2011

Catholic University of Louvain, CORE, Mathematical Programming Seminar, Belgium, June 7, 2011 (invited)

SIAM Conference on Optimization, Darmstadt, Germany, May 16–19, 2011 (session chair)

Computational Complexity Challenges in Optimization, Edinburgh, May 12, 2011 (invited)

LANCS
Workshop on Modelling and Solving Complex Optimization Problems,
Lancaster, April 11–13, 2011

## 2006-2010 Talks

2nd
IMA Conference on Numerical Linear Algebra and Optimisation,
Birmingham, UK, September 13–15, 2010

The International
Conference on Continuous Optimization (ICCOPT 2010), Santiago,
Chile, July 26–29, 2010

24th European Conference on Operational Research (EURO XXIV),
Lisbon, Portugal, July 11–14, 2010

INFORMS Annual Meeting, San Diego, California, USA, October 11–14,
2009 (invited)

14th Belgian-French-German Conference on Optimization, Leuven,
Belgium, September 14–18, 2009

20th Int. Symposium on Mathematical Programming (ISMP 2009), Chicago, USA, August 23–29, 2009 (invited)

15th Mathematical Programming Meeting, Han-Sur-Lesse, Belgium, March
26–27, 2009

ALGORITMY 2009, High Tatra
Mountains, Slovakia, March 15–20, 2009

23rd Belgian
Conference on Operations Research (ORBEL 2009), Leuven, Belgium,
February 5–6, 2009

“MATFYZ” Alumni Week, Faculty of Mathematics, Physics and
Informatics, Comenius University, Bratislava,

Slovakia, December 19, 2008 (invited)

Veszprem Optimization
Conference: Advanced Algorithms (VOCAL 2008), Regional Center of
the Hungarian

Academy of Sciences, Veszprem, Hungary, December 15–17, 2008 (invited)

DYSCO Study Day, Universite Libre de Bruxelles, Belgium, November
14, 2008 (invited)

INFORMS Annual Meeting,
Washington D.C. 2008, USA, October 12–15, 2008

MOPTA 2008,
Modeling and Optimization: Theory and Applications, University of
Guelph, Canada, August 17–23, 2008

APMOD 2008, International Conference on Applied Mathematical
Programming and Modeling, Bratislava, Slovakia, May 27–30, 2008

Research Retreat, Matagne-le-Petite, Belgium, May 26–28, 2008
(invited)

14th Mathematical Programming Meeting, Han-Sur-Lesse, Belgium, March
21, 2008

INFORMS Optimization
Conference 2008: Theory, Computation and Emerging Applications,
Atlanta, Georgia, USA, March 14–16, 2008

DYSCO Study Day, Royal Military Academy, 1000 Brussels, November 22,
2007 (invited)

19th Int. Symposium on
Mathematical Programming (ISMP 2006), Rio de Janeiro, Brazil, July
30–August 4,

2006

6th Annual MOPTA Conference, Modeling and Optimization: Theory and
Applications, Waterloo, Canada,

July 24–27, 2006 (invited)

CORS/Optimization Days 2006 Joint Conference, Montreal, Canada, May
8–10, 2006