Artificial Intelligence and Distributed Computing

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Lorem ipsum dolor sit amet consectetur adipisicing elit. Maxime mollitia,
molestiae quas vel sint commodi repudiandae consequuntur voluptatum laborum
numquam blanditiis harum quisquam eius sed odit fugiat iusto fuga praesentium
optio, eaque rerum! Provident similique accusantium nemo autem. Veritatis
obcaecati tenetur iure eius earum ut molestias architecto voluptate aliquam
nihil, eveniet aliquid culpa officia aut! Impedit sit sunt quaerat, odit,
tenetur error, harum nesciunt ipsum debitis quas aliquid. Reprehenderit,
quia. Quo neque error repudiandae fuga?

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Lorem ipsum dolor sit amet consectetur adipisicing elit. Maxime mollitia,
molestiae quas vel sint commodi repudiandae consequuntur voluptatum laborum
numquam blanditiis harum quisquam eius sed odit fugiat iusto fuga praesentium
optio, eaque rerum! Provident similique accusantium nemo autem. Veritatis
obcaecati tenetur iure eius earum ut molestias architecto voluptate aliquam
nihil, eveniet aliquid culpa officia aut! Impedit sit sunt quaerat, odit,
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Cristina Soviany

AI based industry applications: A journey from cancer detection to market abuse detection

In this presentation, Cristina will walk us through her journey from leading the development of an innovative Machine Learning technology for cancer detection in ultrasound imaging to developing a breakthrough AI driven technology for the detection of market abuse in financial industry.

After finishing her PhD studies at Delft University of Technology in the Netherlands, Cristina worked for Philips Applied Technologies. In 2004, she moved to Belgium to join Advanced Medical Diagnostics (AMD), a start-up where she was leading a team of data scientists engineers, software developers and clinical research analysts to develop an innovative AI technology for prostate cancer detection in ultrasound imaging. Cristina will go through the machine learning technology principles and the methodologies used to develop the cancer detection technology and the Prostate Histoscanning TM medical device product. The critical need for absolute accuracy in cancer detection inspired her to transpose several years later similar AI and statistical based principles to detect fraud, the “cancer” of the financial industry.

After couple of years of initial development, Cristina has co-founded Features Analytics in 2014, and she is currently the CEO of this software and AI technology company based in Belgium. Features Analytics provides the next-generation Trade Surveillance Solutions for the detection of market abuse in trading in financial instruments. She will briefly introduce this topic to the audience, presenting the highlights of eyeDES®- the unique AI driven technology and platform developed by Features Analytics team under her leadership. Features Analytics is providing Trade Surveillance solutions to clients such as banks, exchanges and regulators in North America and Europe.

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Gabriel Istrate

Inteligenta Artificiala de încredere are nevoie de teoria jocurilor

În această prezentare vom încerca să argumentam faptul că noțiunile de teoria jocurilor pot juca un rol important în crearea de metode orientate către om în inteligența artificială de încredere. Drept exemplificare vom prezenta pe scurt rezultate (bazate pe o lucrare publicata in conferința TARK - Theoretical Aspects Rationality of Knowledge) asupra adecvării computaționale a conceptului de echilibru Kantian (Roemer 2019) și a unor concepte înrudite, precum cel de team reasoning (Bachrach 2006).

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Ștefan Trăușan-Matu

An Interdisciplinary Standpoint on Trustworthy Natural Language Processing

Trustworthy artificial intelligence applications that understand and generate natural language needs should follow a set of requirements among which two are ethicality and explainability. An interdisciplinary, dialogistic perspective for achieving these two aims will be presented, including fundamental research based on the polyphonic model and philosophy of language and artificial intelligence. Two implemented approaches developed at the Computers Department of the Politehnica University of Bucharest will introduced. A critical analysis of chatGPT and similar systems will be included.

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Decebal Constantin Mocanu

Dynamic Sparse Training: challenges and opportunities towards scalable, efficient, and sustainable AI

The talk starts with a quick overview of my research line. Next, it introduces one of the many challenges (the dense connectivity) which prevent us from having scalable artificial neural networks at both levels, cloud and edge computing. An emerging state-of-the-art possible solution is presented, i.e., sparse-to-sparse training with dynamic sparsity, which reduces the number of connections up to quadratically while persistently improving the performance. The discussion starts from the first sparse training works on complex Boltzmann machines and sparse evolutionary training in the typical single task (un)supervised learning. Further, it gradually introduces newer approaches in the more challenging contexts of continual or federated learning. Besides the fundamental theoretical novelty, some practical aspects, such as truly sparse implementations and deep learning energy efficiency are also considered and open for discussion.

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Andrei Ciortea

Hypermedia Multi-Agent Systems: Weaving a Web for People and Artificial Agents

The World Wide Web has emerged as the middleware of choice for most distributed systems. Recent standardization efforts for the Web of Things and Linked Data are now turning the Web into a homogeneous hypermedia fabric that interconnects everything — people, devices, information resources, abstract concepts, etc. The latest standards allow software agents not only to browse and query but also to observe and act on this hypermedia fabric. These recent developments unlock new practical use cases for engineering more sophisticated agents that can meet their design objectives through flexible autonomous use of this hypermedia fabric. Such autonomous agents have been studied to large extent in research on multi-agent systems (MAS). This talk explores the intersection of Web and MAS research to discuss a new class of Web-based MAS that are (i) aligned with the Web architecture to inherit the properties of the Web as a world-wide, open, and long-lived system, and (ii) transparent and accountable to support acceptance by people. The talk covers several demonstrators, including a prototypical system for industrial manufacturing developed at Siemens, and discusses some of the challenges and implications of designing a human-centered Web for artificial agents.

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Darian Onchiș

Explainability-driven model improvement for fault diagnosis trustworthiness

In this presentation, we overview two recent contributions to trustworthy applications of deep learning models in operational conditions. The first one is from 2021 and it is about the introduction of a compound stability-fit compensation index (SFC) for post-hoc surrogate explainability models. Since local explanations could become unstable, the SFC index is used as a quality indicator to accept an explanation. The index is checking the model from both a numerical perspective using the condition number and a statistical capacity through the R2 fit indicator. The second one is a novel cognitive neuro-symbolic deep learning architecture developed in 2022. The intrinsic explainability through the embeddings of symbolic reasoning into a convolutional neural network is used to create a hybrid deep learning model. One can query the satisfaction level of any defined formula or query the constraints while measuring the accuracy. Besides explainability, our model better avoids overfitting while also speeding up the training cycle.

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NetRom Offer

NetRom Software {Summer} Camp & Internship pune la dispoziție 20 de locuri de internship, în cadrul celor două programe.

Detaliile le puteți găsi aici. Studenții interesați pot să aplice pe https://www.netromsoftware.ro/student-registration.

Termen limită: 30 aprilie 2023.

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Bearing Point Offer

Oportunitate stagiu de practică Bearing Point (https://www.bearingpoint.com/en).
Studenții interesați pot aplica trimițând CV-ul pe adresa de e-mail raluca.tomescu@bearingpoint.com.
Termen limită: 5 iunie 2023.

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MHP Offer ABAP

Adresat studenților din anul 2, 3 sau an terminal;
Certificat ( de participare sau posibilitatea obținerii certificatului TS410 în funcție de academia aleasă );
Academie plătită;
Oportunitate de angajare.

MHPLift-Off ABAP

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MHP Offer SAP Functional

Adresat studenților din anul 2, 3 sau an terminal;
Certificat ( de participare sau posibilitatea obținerii certificatului TS410 în funcție de academia aleasă );
Academie plătită;
Oportunitate de angajare.

MHPLift-Off - SAP Functional Academy

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A tropical Edrei theorem

In the 1990's Lusztig introduced tropicalisation and constructed a tropical version of upper-triangular matrices in order to parametrise his canonical basis of the quantised universal enveloping algebra. This talk will be about the image of the upper-triangular Toeplitz matrices under Lusztig's tropicalisation procedure, and also its infinite limit (the 'infinite tropical upper-triangularToeplitz matrices').

The construction in the finite case is based on combined results from the theses of Judd and Lüdenbach. I will describe tropical analogues of an old theorem on the parametrisation of finite totally positive Toeplitz matrices [R, 06], and of a much older theorem on the parametrisation of infinite totally positive Toeplitz matrices [Edrei, 1952].

These new tropical theorems allow us to connect the finite and infinite theories on parametrisations of totally positive Toeplitz matrices.

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Fourier transform as a triangular matrix

Let V be a finite dimensional vector space over the field with two elements with a given nondegenerate symplectic form.

Let [V] be the vector space of complex valued functions on V and let [V]_Z be the subgroup of [V] consisting of integer valued functions. We show that there exists a Z-basis of [V]_Z consisting of characteristic functions of certain explicit isotropic subspaces of V such that the matrix of the Fourier transform from [V] to [V] with respect to this basis is triangular.

This continues the tradition started by Hermite who described eigenvectors for the Fourier transform over real numbers.

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Data Quality For Logistics

Informații adiționale:

3 studenți, vor forma o echipă
Vizita si începerea proiectului in Belgia va dura 14 zile, iar costurile sunt acoperite (zbor, transport, hotel, cină)
Dupa 14 zile, studenții se vor intoarce în Timișoara și vor lucra de la distanță (remote) cu evaluare zilnică
Studenții vor primi un antrenor pentru urmărire și evaluare.

Contact / aplicații: DRIES.MEES@BMS.BE

BMS Data Quality For Logistics

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Data Warehousing for Logistics Providers

Informații adiționale:

3 studenți, vor forma o echipă
Vizita si începerea proiectului in Belgia va dura 14 zile, iar costurile sunt acoperite (zbor, transport, hotel, cină)
Dupa 14 zile, studenții se vor intoarce în Timișoara și vor lucra de la distanță (remote) cu evaluare zilnică
Studenții vor primi un antrenor pentru urmărire și evaluare.

Contact / aplicații: DRIES.MEES@BMS.BE

BMS Data Warehousing for Logistics Providers

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Vision for Logistics service providers

Informații adiționale:

3 studenți, vor forma o echipă
Vizita si începerea proiectului in Belgia va dura 14 zile, iar costurile sunt acoperite (zbor, transport, hotel, cină)
Dupa 14 zile, studenții se vor intoarce în Timișoara și vor lucra de la distanță (remote) cu evaluare zilnică
Studenții vor primi un antrenor pentru urmărire și evaluare.

Contact / aplicații: DRIES.MEES@BMS.BE

BMS Vision for logistics service providers

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Artificial Intelligence and Distributed Computing (AIDC)

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Year II

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Cristina Soviany

Gabriel Istrate

Ștefan Trăușan-Matu

Decebal Constantin Mocanu

Andrei Ciortea

Darian Onchiș

NetRom Offer

Bearing Point Offer

MHP Offer ABAP

MHP Offer SAP Functional

A tropical Edrei theorem

Fourier transform as a triangular matrix

Data Quality For Logistics

Data Warehousing for Logistics Providers

Vision for Logistics service providers